library(tidyverse, quietly = T)
library(readxl)
library(janitor)
library(kableExtra)
library(gt)
library(corrplot)
library(Hmisc)
library(ggpubr)
Import data:
# Import cleaned data
#Demographic data
df_demo <- read_csv("df_demo_2024.01.30.csv")
# Individual listener ratings
# listenerRatings <- read_csv("df_ListenerRatings_all_2024.01.30.csv",
# guess_max = 2000)
# Average listener ratings across ALL speakers
df_LRs <- read_csv("df_LRs_M.SD_2024.01.30.csv")
Voice and speech signals can reveal information about a person’s personality. Listeners may use this acoustic information to infer a speaker’s dominance, competence, and trustworthiness ( Baus et al., 2019; Belin et al., 2017; McAleer et al., 2014 ). These personality judgments have real world consequences and may influence which candidates get elected for public office ( Klofstad, 2016 ) or a company’s stock price ( Harrison et al., 2020 ). Prior studies suggest that although listeners may not be “accurate” (i.e., high rater-target agreement), many listeners tend to agree on how a speaker comes across (i.e., high rater-rater agreement; Welch et al., 2021 ). As technology continues to advance and provide more opportunities for people to interact via speech alone, it is important to better understand how judgments are made based on an individual’s speech.
We recruited 197 speakers (targets) and 1,174 listeners (raters) to participate in an online experiment. Speakers were recruited through online postings on social media and participated via a custom website (Canonical Voice) that allowed them to fill out the required questionnaires and record themselves speaking.
All speakers (targets) and listeners (raters) completed the same series of questionnaires prior to recording/rating the speech tasks.
These questionnaires included:
Demographics
Big Five Aspect Scales (BFAS; DeYoung et al., 2007 )
Center for Epidemiological Studies – Depression (CES-D; Radloff, 1997 )
Each speaker was instructed to record the following speech tasks at a comfortable pitch and volume:
Say ‘ah’ for 3-5 seconds
Recite the months of the year
The six sentences from the Consensus Auditory-Perceptual Evaluation of Voice (CAPE-V):
– The blue spot is on the key again.
– How hard did he hit him?
– We were away a year ago.
– We eat eggs every Easter.
– My mama makes lemon muffins.
– Peter will keep at the peak.
The Rainbow Passage
Describe how to make a peanut butter and jelly sandwich
Describe what is happening in the picture below
The updated Cookie Theft picture
These recordings were combined and edited to create a single recording per speaker with 2 seconds of silence between each task.
Listeners (raters) were recruited via CloudResearch. Raters were excluded if they ranked in the top 2% of MTurk workers based on HITs completed to recruit more naïve workers. Additionally, listeners had to have completed at least 100 HITs with a 90% approval rating. After accepting the HIT, listeners were directed to create an account on Canonical Voice, where they completed a series of questionnaires. After creating their account and completing the questionnaires, raters began listening to the speakers’ recordings and rating the speakers’ traits.
Speakers’ recordings were randomly assigned to one of 15 listening modules. Listeners could complete as few or as many modules as they wished and in any order. Listeners who rated less than 10 speakers (i.e., recordings) were removed and not included in the current analysis.
After listening to the recordings of a given speaker, listeners rated the speaker along the 10 aspects of the BFAS – i.e., Volatility, Withdrawal, Compassion, Politeness, Industriousness, Orderliness, Enthusiasm, Assertiveness, Intellectual, and Openness. Each aspect was rated on a five-point Likert scale where 1 = “Not at all” to 5 = “Extremely.” Each BFAS Aspect was described using the language of the Aspect scale’s items (e.g., For the Politeness Aspect Scale, listeners were asked, “How polite does this person sound? Do they sound like they avoid imposing or putting pressure on others; respects authority; does not seek conflict; not out for personal gain?”).
Listeners also provided their confidence level of their ratings for each personality trait along a visual analogue scale (VAS), with three anchors: Not at all confident (0), Neutral (50), and Completely confident (100). Numbers were not displayed and the VAS required that listeners move the slider to prevent listeners from leaving the slider on the initial “Neutral” starting place. Note: The confidence ratings are not used in the current analysis.
Listeners also rated speakers on several other traits, including: 1) “How attractive is this speaker?” using a VAS from “Not attractive,” “Neutral,” to “Attractive;” 2) “I think this speaker is a…” with a binary force choice between “male” or “female;” followed by 3) “I think this speaker sounds…” VAS from “Very masculine,” “Neutral,” to “Very feminine;” 4) “How old is this speaker?” using radio buttons with ages in groups of five (i.e., 18-22, 23-27, and so on); and 5) “What is the socio-economic status of the speaker.” Each of these items also required listeners to rate their confidence in their rating from “Not at all confident,” “Neutral,” to “Completely confident,” except for the masculinity and femininity ratings.
paste("Below is a DF with the demographic information of all", nrow(df_demo), "participants. Only the first 200 rows are shown.")
## [1] "Below is a DF with the demographic information of all 1368 participants. Only the first 200 rows are shown."
df_demo %>%
head(200) %>%
kbl(table.attr = "style = \"color: black;\"") %>%
kable_styling(bootstrap_options = c("striped", "hover"), position = "center") %>%
scroll_box(width = "100%", height = "400px")
| ID | role | eng | hear | sex | gender | ses | childhood | currently | edu | job | inputdevice | outputdevice | followup | mood | cv | Withdrawal | Volatility | Neuroticism | Compassion | Politeness | Agreeableness | Industriousness | Orderliness | Conscientiousness | Enthusiasm | Assertiveness | Extraversion | Intellect | Openness | Int.Open | cesd.total | race_w | race_h | race_b | race_a | race_na | race_pi | race_o | race_pnts | race_NotAnswered | languages_spoken | age | ses_label |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 93 | speaker | 4 | 1 | female | female | 4 | 3 | 2 | 8 | Social worker | iPhone microphone | iPhone speaker | 1 | 3 | 1 | 3.8 | 3.4 | 3.60 | 5.0 | 4.8 | 4.90 | 4.1 | 4.2 | 4.15 | 4.7 | 3.5 | 4.10 | 2.9 | 3.5 | 3.20 | 15 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | English,NA | 28 | Working class |
| 94 | speaker | 3 | 1 | male | male | 2 | 2 | 2 | 9 | Physician | External Jabra microphone on laptop | External Jabra speaker on laptop | 1 | 5 | 1 | 2.6 | 1.5 | 2.05 | 4.2 | 3.5 | 3.85 | 3.8 | 3.8 | 3.80 | 3.6 | 3.0 | 3.30 | 3.5 | 3.7 | 3.60 | 4 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | English,Spanish | 34 | Upper-middle class |
| 98 | speaker | 4 | 2 | male | male | 3 | 3 | 3 | 4 | Student | Microphone on CORSAIR - HS70 PRO headset | Headphones on CORSAIR - HS70 PRO | 1 | 4 | 1 | 3.1 | 2.3 | 2.70 | 4.9 | 3.8 | 4.35 | 3.3 | 3.6 | 3.45 | 4.5 | 4.0 | 4.25 | 4.6 | 4.4 | 4.50 | 9 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | English,Spanish | 22 | Middle class |
| 99 | speaker | 4 | 3 | female | female | 3 | 3 | 2 | 8 | Museum Education | Desktop Computer Microphone | Desktop Computer speaker | 1 | 4 | 1 | 4.8 | 3.3 | 4.05 | 4.9 | 3.6 | 4.25 | 2.2 | 3.8 | 3.00 | 4.8 | 3.5 | 4.15 | 3.8 | 4.4 | 4.10 | 47 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | English,NA | 25 | Middle class |
| 101 | speaker | 4 | 3 | male | nonbinary | 2 | 3 | 2 | 8 | Student/Educator | CMTECK USB Desktop Computer CM001 Microphone | Oontz XL Bluetooth Speaker (wired through computer audio jack) | 1 | 4 | 1 | 2.6 | 2.2 | 2.40 | 4.4 | 3.1 | 3.75 | 4.2 | 4.1 | 4.15 | 3.6 | 4.9 | 4.25 | 5.0 | 4.0 | 4.50 | 8 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | English,NA | 29 | Upper-middle class |
| 102 | speaker | 4 | 1 | female | female | 3 | 3 | 3 | 8 | Graduate student | AKG Lyra external USB microphone | Airpod prods–apple | 1 | 4 | 1 | 3.6 | 3.1 | 3.35 | 4.2 | 3.4 | 3.80 | 2.5 | 4.1 | 3.30 | 3.5 | 3.4 | 3.45 | 4.1 | 4.0 | 4.05 | 9 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | English,French | 27 | Middle class |
| 104 | speaker | 4 | 1 | female | female | 3 | 3 | 2 | 8 | Speech Language Pathologist | Microphone on Gaming Headset (Razer Kraken Headset) | Headphones on Gaming Headset (Razer Kraken Headset) | 1 | 4 | 1 | 3.5 | 2.4 | 2.95 | 4.2 | 3.7 | 3.95 | 4.3 | 4.5 | 4.40 | 3.4 | 4.0 | 3.70 | 3.8 | 3.0 | 3.40 | 12 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | English,Spanish | 29 | Middle class |
| 105 | speaker | 4 | 1 | female | female | 2 | 3 | 3 | 8 | SLP | RODE microphone | laptop speaker (Macbook air) | 1 | 4 | 1 | 2.2 | 4.0 | 3.10 | 4.9 | 3.9 | 4.40 | 2.2 | 2.3 | 2.25 | 4.9 | 4.8 | 4.85 | 4.5 | 4.8 | 4.65 | 4 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | English,Spanish | 34 | Upper-middle class |
| 106 | speaker | 4 | 2 | female | female | 4 | 3 | 1 | 4 | disabled | Huawei phone microphone | Huawei phone speaker | 1 | 3 | 1 | 3.4 | 3.2 | 3.30 | 3.9 | 4.4 | 4.15 | 1.3 | 2.3 | 1.80 | 2.3 | 3.4 | 2.85 | 4.3 | 4.7 | 4.50 | 37 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | English,french | 37 | Working class |
| 109 | speaker | 4 | 3 | female | female | 3 | 3 | 2 | 8 | Speech-language pathologist | Laptop microphone | Laptop speaker | 1 | 4 | 1 | 3.4 | 2.2 | 2.80 | 4.9 | 3.7 | 4.30 | 3.0 | 3.1 | 3.05 | 4.3 | 3.0 | 3.65 | 3.6 | 3.6 | 3.60 | 8 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | English,NA | 28 | Middle class |
| 113 | speaker | 3 | 1 | female | female | 5 | 3 | 3 | 8 | Clinical Researcher in Speech Pathology | laptop microphone | laptop speaker | 1 | 4 | 1 | 3.6 | 3.9 | 3.75 | 4.5 | 3.8 | 4.15 | 3.0 | 2.8 | 2.90 | 3.1 | 3.0 | 3.05 | 3.4 | 4.0 | 3.70 | 8 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | Cantonese,English | 28 | Lower class |
| 115 | speaker | 4 | 2 | female | female | 2 | 1 | 3 | 7 | Graduate Teaching Assistant | IPhone 7 microphone | iPhone 7 speaker | 1 | 4 | 1 | 3.2 | 3.1 | 3.15 | 4.6 | 4.0 | 4.30 | 2.4 | 2.7 | 2.55 | 4.5 | 4.1 | 4.30 | 3.9 | 4.2 | 4.05 | 24 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | English,NA | 21 | Upper-middle class |
| 118 | speaker | 4 | 1 | female | female | 3 | 2 | 2 | 7 | Policy analyst | iphone headset microphone | iphone headset microphone | 1 | 4 | 1 | 2.3 | 1.5 | 1.90 | 4.0 | 4.2 | 4.10 | 2.8 | 3.2 | 3.00 | 4.2 | 3.7 | 3.95 | 3.8 | 3.7 | 3.75 | 24 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | English,NA | 26 | Middle class |
| 119 | speaker | 4 | 2 | female | female | 2 | 3 | 3 | 7 | Full Time Graduate Student | Macbook microphone | Macbook speaker | 1 | 4 | 1 | 3.0 | 2.9 | 2.95 | 4.5 | 4.1 | 4.30 | 3.5 | 4.1 | 3.80 | 3.9 | 2.9 | 3.40 | 3.0 | 3.9 | 3.45 | 16 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | English,NA | 22 | Upper-middle class |
| 120 | speaker | 3 | 2 | male | male | 2 | 4 | 1 | 9 | medicine resident | Logitech USB A-0234A | Srhythm NC-25 | 1 | 4 | 1 | 3.4 | 2.9 | 3.15 | 4.9 | 4.1 | 4.50 | 3.3 | 3.3 | 3.30 | 4.0 | 2.5 | 3.25 | 3.6 | 4.1 | 3.85 | 17 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | English,NA | 28 | Upper-middle class |
| 122 | speaker | 4 | 2 | female | female | 2 | 3 | 3 | 7 | student | standard apple headphones (not airpods, they plug in to the computer) | laptop connected to standard apple headphones | 1 | 4 | 1 | 2.9 | 2.4 | 2.65 | 4.1 | 3.8 | 3.95 | 3.7 | 3.8 | 3.75 | 3.4 | 3.6 | 3.50 | 3.9 | 4.1 | 4.00 | 22 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | English,NA | 24 | Upper-middle class |
| 124 | speaker | 4 | 2 | female | female | 3 | 3 | 3 | 4 | Marketing Representative | MacBook Pro laptop microphone | MacBook Pro laptop speaker | 1 | 4 | 1 | 3.0 | 3.0 | 3.00 | 4.3 | 3.7 | 4.00 | 3.1 | 2.8 | 2.95 | 4.3 | 4.0 | 4.15 | 3.8 | 4.1 | 3.95 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | English,NA | 21 | Middle class |
| 126 | speaker | 4 | 2 | female | female | 3 | 5 | 5 | 3 | University student | iMacOS Mic | iMacOS Mic | 1 | 3 | 1 | 4.0 | 3.4 | 3.70 | 4.0 | 3.4 | 3.70 | 2.8 | 3.2 | 3.00 | 2.6 | 2.9 | 2.75 | 3.6 | 5.0 | 4.30 | 25 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | English,NA | 20 | Middle class |
| 127 | speaker | 4 | 2 | female | female | 0 | 3 | 2 | 7 | Realtor | Iphone | Iphone | 1 | 3 | 1 | 3.6 | 2.8 | 3.20 | 4.7 | 4.5 | 4.60 | 2.8 | 3.4 | 3.10 | 3.5 | 2.7 | 3.10 | 3.9 | 4.2 | 4.05 | 36 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | English,NA | 37 | I don’t know |
| 128 | speaker | 4 | 1 | female | female | 2 | 3 | 2 | 8 | Farmer | Macbook Air Laptop microphone | Macbook Air laptop speaker OR Bose noise cancellation head phones | 1 | 4 | 1 | 3.0 | 2.4 | 2.70 | 4.8 | 4.1 | 4.45 | 3.9 | 3.6 | 3.75 | 4.6 | 4.1 | 4.35 | 3.7 | 3.5 | 3.60 | 4 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | English,NA | 32 | Upper-middle class |
| 129 | speaker | 4 | 2 | male | male | 3 | 3 | 2 | 4 | business consultant | microphone on iphone 11 | iphone 11 speaker | 1 | 4 | 1 | 3.2 | 2.2 | 2.70 | 4.3 | 3.6 | 3.95 | 3.3 | 3.3 | 3.30 | 4.3 | 3.7 | 4.00 | 3.8 | 3.9 | 3.85 | 19 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | english,NA | 29 | Middle class |
| 130 | speaker | 4 | 1 | female | female | 3 | 3 | 2 | 7 | Clinical Placement Assistant | IMac audio | IMac audio | 1 | 4 | 1 | 3.0 | 1.4 | 2.20 | 4.7 | 4.7 | 4.70 | 4.0 | 4.0 | 4.00 | 4.4 | 3.8 | 4.10 | 4.5 | 4.5 | 4.50 | 8 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | English,NA | 31 | Middle class |
| 131 | speaker | 4 | 2 | female | female | 2 | 3 | 2 | 7 | Non-Profit Field | Laptop Microphone (Mac) | Laptop Speaker | 1 | 3 | 1 | 3.3 | 1.6 | 2.45 | 4.2 | 4.7 | 4.45 | 3.8 | 4.2 | 4.00 | 3.0 | 2.6 | 2.80 | 2.9 | 4.1 | 3.50 | 15 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | English,NA | 26 | Upper-middle class |
| 134 | speaker | 4 | 2 | male | male | 4 | 3 | 3 | 5 | National Specialist for Radio Promotions | Thinkpad Laptop Microphone Array | Thinkpad realtek high definition speaker | 1 | 4 | 1 | 3.2 | 3.4 | 3.30 | 3.9 | 4.1 | 4.00 | 3.3 | 3.6 | 3.45 | 3.2 | 3.0 | 3.10 | 3.1 | 3.9 | 3.50 | 11 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | English,NA | 33 | Working class |
| 137 | speaker | 4 | 1 | female | female | 2 | 3 | 2 | 7 | Project Manager | Mac Laptop | Mac Laptop Speaker | 1 | 4 | 1 | 3.3 | 3.7 | 3.50 | 4.1 | 4.1 | 4.10 | 3.5 | 4.0 | 3.75 | 3.6 | 3.3 | 3.45 | 4.0 | 4.0 | 4.00 | 7 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | English,Spanish | 21 | Upper-middle class |
| 138 | speaker | 4 | 1 | male | male | 1 | 3 | 3 | 7 | Medical student | Blue Yeti USB Microphone | In-ear earbuds | 1 | 4 | 1 | 2.8 | 2.7 | 2.75 | 4.0 | 3.4 | 3.70 | 2.4 | 2.6 | 2.50 | 4.1 | 3.4 | 3.75 | 4.8 | 4.5 | 4.65 | 14 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | English,Spanish | 25 | Upper class |
| 139 | speaker | 4 | 3 | female | female | 2 | 3 | 3 | 8 | Mental health therapist | laptop | laptop speaker | 1 | 5 | 1 | 2.2 | 3.3 | 2.75 | 4.5 | 4.0 | 4.25 | 3.5 | 4.1 | 3.80 | 4.7 | 3.9 | 4.30 | 3.5 | 4.6 | 4.05 | 2 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | English,NA | 40 | Upper-middle class |
| 140 | speaker | 4 | 1 | female | female | 2 | 3 | 2 | 8 | artist | MacBook Air microphone | MacBook Air speakers | 1 | 4 | 1 | 2.6 | 2.7 | 2.65 | 3.7 | 3.9 | 3.80 | 3.9 | 4.8 | 4.35 | 4.2 | 3.6 | 3.90 | 3.0 | 4.7 | 3.85 | 4 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | English,NA | 39 | Upper-middle class |
| 141 | speaker | 4 | 2 | male | male | 2 | 2 | 2 | 9 | business executive | laptop microphone | earbuds, Jabra Elite 65t | 1 | 2 | 1 | 2.2 | 3.0 | 2.60 | 3.1 | 3.8 | 3.45 | 3.4 | 2.5 | 2.95 | 3.5 | 4.4 | 3.95 | 4.8 | 4.5 | 4.65 | 16 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | English,French, arabic | 45 | Upper-middle class |
| 144 | speaker | 3 | 5 | female | female | 3 | 1 | 3 | 8 | retired middle school teacher | laptop microphone | laptop speaker | 1 | 4 | 1 | 2.9 | 2.6 | 2.75 | 4.3 | 3.5 | 3.90 | 3.3 | 3.3 | 3.30 | 4.6 | 3.6 | 4.10 | 3.6 | 4.0 | 3.80 | 16 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | english,NA | 69 | Middle class |
| 145 | speaker | 4 | 1 | female | female | 3 | 3 | 2 | 7 | Graduate student | Apple Airpod Pros connected to Macbook | Apple Airpod Pros connected to Macbook | 1 | 4 | 1 | 2.2 | 2.1 | 2.15 | 4.3 | 3.3 | 3.80 | 3.0 | 4.7 | 3.85 | 3.9 | 4.8 | 4.35 | 3.4 | 4.1 | 3.75 | 9 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | English,Spanish | 27 | Middle class |
| 146 | speaker | 4 | 3 | male | male | 5 | 3 | 2 | 4 | retired | Dell Inspiron laptop 5593 | Bowers & Wilkins MM1 | 1 | 3 | 1 | 3.1 | 2.9 | 3.00 | 4.0 | 3.5 | 3.75 | 3.9 | 3.4 | 3.65 | 3.9 | 3.6 | 3.75 | 3.8 | 4.0 | 3.90 | 10 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | English,NA | 69 | Lower class |
| 147 | speaker | 4 | 1 | female | female | 2 | 3 | 2 | 4 | Student | MacBook Pro Laptop microphone | MacBook Pro Laptop speaker | 1 | 4 | 1 | 1.8 | 1.9 | 1.85 | 2.7 | 3.2 | 2.95 | 3.0 | 3.9 | 3.45 | 3.8 | 4.4 | 4.10 | 3.9 | 4.5 | 4.20 | 4 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | English,NA | 18 | Upper-middle class |
| 149 | speaker | 4 | 1 | female | female | 3 | 1 | 4 | 4 | Medical Assistant | laptop microphone | laptop speaker | 1 | 3 | 1 | 1.6 | 2.1 | 1.85 | 3.0 | 4.0 | 3.50 | 3.8 | 4.5 | 4.15 | 1.9 | 3.6 | 2.75 | 4.2 | 3.6 | 3.90 | 10 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | English,NA | 40 | Middle class |
| 150 | speaker | 4 | 3 | female | female | 5 | 1 | 1 | 7 | Customer Service | Computer Microphone | Computer | 1 | 4 | 1 | 3.4 | 2.9 | 3.15 | 3.6 | 3.3 | 3.45 | 3.2 | 3.5 | 3.35 | 2.7 | 3.0 | 2.85 | 2.7 | 2.9 | 2.80 | 32 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | English,NA | 45 | Lower class |
| 152 | speaker | 4 | 1 | female | female | 2 | 2 | 2 | 7 | Non-profit program fellow | Apple Earbuds microphone on laptop | Apple Earbuds | 1 | 3 | 1 | 3.7 | 2.6 | 3.15 | 4.0 | 3.7 | 3.85 | 3.0 | 3.6 | 3.30 | 2.8 | 2.7 | 2.75 | 3.4 | 2.8 | 3.10 | 22 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | English,NA | 22 | Upper-middle class |
| 153 | speaker | 4 | 2 | female | female | 2 | 1 | 3 | 7 | Teacher | Apple 11 phone | Apple phone | 1 | 4 | 1 | 2.7 | 2.5 | 2.60 | 4.4 | 3.7 | 4.05 | 3.3 | 3.5 | 3.40 | 3.8 | 3.4 | 3.60 | 3.3 | 4.4 | 3.85 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | English,NA | 52 | Upper-middle class |
| 155 | speaker | 4 | 2 | female | female | 3 | 3 | 3 | 7 | Engineer | Mac laptop microphone | Mac laptop speakers | 1 | 3 | 1 | 1.8 | 1.9 | 1.85 | 3.7 | 3.7 | 3.70 | 2.8 | 1.5 | 2.15 | 4.0 | 3.5 | 3.75 | 4.2 | 4.4 | 4.30 | 15 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | English,ASL | 28 | Middle class |
| 158 | speaker | 4 | 1 | female | female | 3 | 3 | 1 | 7 | retired | laptop microphone | laptop speaker | 1 | 4 | 1 | 2.0 | 2.5 | 2.25 | 3.9 | 4.1 | 4.00 | 3.2 | 2.7 | 2.95 | 4.1 | 3.5 | 3.80 | 3.0 | 2.9 | 2.95 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | English,NA | 61 | Middle class |
| 159 | speaker | 3 | 1 | female | female | 2 | 2 | 2 | 9 | Program manager | iPhone7 | Iphone7 | 1 | 5 | 1 | 1.4 | 2.0 | 1.70 | 4.2 | 3.4 | 3.80 | 4.8 | 4.3 | 4.55 | 4.9 | 4.9 | 4.90 | 4.6 | 3.1 | 3.85 | 2 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | Italian,English | 35 | Upper-middle class |
| 160 | speaker | 3 | 1 | female | female | 3 | 3 | 3 | 9 | academic | laptop microphone | laptop speaker | 1 | 2 | 1 | 4.2 | 3.1 | 3.65 | 4.4 | 4.7 | 4.55 | 2.5 | 3.1 | 2.80 | 3.2 | 2.5 | 2.85 | 3.6 | 4.3 | 3.95 | 60 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | Italian,NA | 35 | Middle class |
| 161 | speaker | 4 | 5 | male | male | 5 | 3 | 2 | 7 | Program Coordinator | microphone on earphones JLab earbuds | JLab earbuds | 0 | 3 | 1 | 3.2 | 2.5 | 2.85 | 3.6 | 3.8 | 3.70 | 2.8 | 3.6 | 3.20 | 3.0 | 2.7 | 2.85 | 3.2 | 4.3 | 3.75 | 14 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | English,Spanish | 31 | Lower class |
| 163 | speaker | 4 | 2 | female | female | 3 | 2 | 3 | 7 | Retired teacher | Bluetooth Air pods | Bluetooth air pods | 1 | 4 | 1 | 2.0 | 2.0 | 2.00 | 4.8 | 4.2 | 4.50 | 2.3 | 2.2 | 2.25 | 4.1 | 3.5 | 3.80 | 3.9 | 3.9 | 3.90 | 5 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | English,NA | 57 | Middle class |
| 177 | speaker | 4 | 2 | female | nonbinary | 3 | 3 | 2 | 7 | medical assistant | laptop: microsoft surface pro 7 | headphones (do not know the kind) | 0 | 2 | 1 | 2.8 | 2.1 | 2.45 | 4.7 | 4.2 | 4.45 | 3.3 | 3.4 | 3.35 | 2.9 | 3.5 | 3.20 | 3.8 | 4.4 | 4.10 | 28 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | english,NA | 32 | Middle class |
| 179 | speaker | 4 | 2 | male | male | 3 | 1 | 2 | 7 | Student | laptop microphone (Apple MacBook Air) | laptop speaker (Apple MacBook Air) | 1 | 4 | 1 | 3.6 | 3.3 | 3.45 | 4.3 | 4.0 | 4.15 | 2.5 | 4.2 | 3.35 | 3.5 | 2.8 | 3.15 | 3.0 | 4.1 | 3.55 | 14 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | English,Spanish and ASL – though “fluent” might be pushing it | 23 | Middle class |
| 180 | speaker | 3 | 1 | female | female | 4 | 2 | 2 | 8 | reserach assistant | Macbook pro laptop microphone | Macbook pro laptop speaker | 1 | 4 | 1 | 2.5 | 1.7 | 2.10 | 4.3 | 4.3 | 4.30 | 3.2 | 4.1 | 3.65 | 3.7 | 3.5 | 3.60 | 4.1 | 4.7 | 4.40 | 11 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | English,Hindi, Marathi, Gujrati, Punjabi, Haryanvi | 24 | Working class |
| 196 | speaker | 4 | 3 | male | male | 4 | 3 | 2 | 3 | Retired | Samsung Chrome 4 | Samsung Chrome 4 | 1 | 3 | 1 | 2.5 | 2.7 | 2.60 | 3.8 | 4.3 | 4.05 | 3.4 | 3.1 | 3.25 | 3.4 | 3.2 | 3.30 | 3.6 | 3.9 | 3.75 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | English,NA | 68 | Working class |
| 197 | speaker | 4 | 2 | female | female | 1 | 3 | 3 | 8 | homemaker | laptop microphone | laptop speaker | 1 | 4 | 1 | 1.9 | 2.2 | 2.05 | 4.2 | 4.2 | 4.20 | 4.2 | 4.4 | 4.30 | 3.3 | 4.1 | 3.70 | 3.8 | 3.7 | 3.75 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | English,NA | 55 | Upper class |
| 198 | speaker | 4 | 2 | female | female | 3 | 3 | 3 | 7 | Engineer | microphone on Jabra UC Voice 550a ms headset | Jabra UC Voice 550a ms headset | 1 | 4 | 1 | 2.0 | 2.8 | 2.40 | 3.8 | 3.4 | 3.60 | 3.0 | 3.5 | 3.25 | 3.8 | 3.1 | 3.45 | 3.3 | 2.6 | 2.95 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | English,NA | 42 | Middle class |
| 199 | speaker | 4 | 2 | male | male | 4 | 1 | 2 | 7 | Research Specialist | Lenovo 100S Chromebook | Lenovo 100S Chromebook | 1 | 4 | 1 | 3.1 | 3.0 | 3.05 | 3.9 | 3.3 | 3.60 | 2.7 | 3.3 | 3.00 | 2.9 | 2.8 | 2.85 | 3.5 | 4.5 | 4.00 | 11 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | English,Georgian | 32 | Working class |
| 200 | speaker | 4 | 1 | female | female | 3 | 3 | 3 | 8 | education | USB microphone | desktop speakers | 1 | 5 | 1 | 1.8 | 2.0 | 1.90 | 4.8 | 4.9 | 4.85 | 4.9 | 4.9 | 4.90 | 4.6 | 4.4 | 4.50 | 3.8 | 2.9 | 3.35 | 3 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | English,NA | 37 | Middle class |
| 201 | speaker | 4 | 3 | male | male | 3 | 2 | 3 | 7 | Loan Processor | Earphones microphone | Apple headphones | 1 | 2 | 1 | 3.3 | 1.1 | 2.20 | 4.9 | 4.8 | 4.85 | 4.7 | 5.0 | 4.85 | 3.6 | 3.8 | 3.70 | 5.0 | 5.0 | 5.00 | 15 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | English,Spanish, Italian | 24 | Middle class |
| 202 | speaker | 4 | 1 | female | female | 2 | 3 | 3 | 7 | Registered Nurse | Laptop microphone | Laptop speaker | 1 | 2 | 1 | 4.3 | 3.1 | 3.70 | 5.0 | 4.7 | 4.85 | 3.5 | 3.9 | 3.70 | 3.7 | 1.6 | 2.65 | 4.0 | 4.5 | 4.25 | 60 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | English,NA | 29 | Upper-middle class |
| 203 | speaker | 3 | 2 | male | male | 2 | 3 | 3 | 8 | Insurance | Headset | Headset | 1 | 5 | 1 | 1.6 | 2.7 | 2.15 | 4.9 | 3.7 | 4.30 | 4.1 | 3.9 | 4.00 | 4.6 | 4.6 | 4.60 | 4.1 | 4.3 | 4.20 | 10 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | English,NA | 54 | Upper-middle class |
| 205 | speaker | 4 | 2 | female | female | 2 | 3 | 2 | 4 | Student | Mac Laptop Microphone | Mac Laptop Speaker | 1 | 4 | 1 | 3.1 | 2.8 | 2.95 | 4.8 | 4.3 | 4.55 | 3.7 | 4.5 | 4.10 | 4.4 | 4.2 | 4.30 | 3.8 | 4.1 | 3.95 | 22 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | English,NA | 21 | Upper-middle class |
| 206 | speaker | 4 | 1 | male | male | 3 | 3 | 2 | 7 | Fraud Analyst | laptop | laptop | 1 | 3 | 1 | 2.5 | 2.2 | 2.35 | 3.1 | 3.9 | 3.50 | 2.2 | 2.9 | 2.55 | 2.5 | 2.6 | 2.55 | 3.8 | 2.7 | 3.25 | 24 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | English,NA | 28 | Middle class |
| 207 | speaker | 4 | 1 | male | male | 3 | 3 | 2 | 8 | Speech Pathologist / Voice Teacher | Tonor usb microphone hooked up to laptop | Toshiba laptop speakers | 1 | 3 | 1 | 2.9 | 3.4 | 3.15 | 4.2 | 3.3 | 3.75 | 3.6 | 3.1 | 3.35 | 4.2 | 4.3 | 4.25 | 4.4 | 4.3 | 4.35 | 14 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | English,NA | 31 | Middle class |
| 343 | speaker | 3 | 1 | female | female | 3 | 3 | 3 | 7 | Retired | Laptop | Laptop speaker | 1 | 4 | 1 | 2.5 | 1.7 | 2.10 | 4.6 | 4.4 | 4.50 | 3.0 | 2.7 | 2.85 | 4.5 | 3.0 | 3.75 | 3.8 | 4.4 | 4.10 | 23 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | English,German | 68 | Middle class |
| 345 | speaker | 4 | 2 | female | female | 4 | 6 | 2 | 5 | Bartender/Waitress | Microphone on Skullcandy headphones | Skullcandy headphones | 1 | 4 | 1 | 2.4 | 1.9 | 2.15 | 4.1 | 4.1 | 4.10 | 2.6 | 3.3 | 2.95 | 4.1 | 3.5 | 3.80 | 3.8 | 3.9 | 3.85 | 11 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | English,NA | 21 | Working class |
| 346 | speaker | 4 | 2 | female | female | 2 | 3 | 2 | 7 | Research Assistant | iPad Microphone | iPad Speaker | 1 | 3 | 1 | 4.4 | 2.7 | 3.55 | 4.9 | 4.4 | 4.65 | 3.8 | 4.6 | 4.20 | 2.7 | 1.9 | 2.30 | 4.3 | 4.5 | 4.40 | 23 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | English,NA | 23 | Upper-middle class |
| 347 | speaker | 4 | 1 | female | female | 3 | 3 | 2 | 8 | genetic counseling graduate student | dell laptop microphone | dell laptop speaker | 1 | 4 | 1 | 2.8 | 2.5 | 2.65 | 4.9 | 4.7 | 4.80 | 3.5 | 3.2 | 3.35 | 4.4 | 3.8 | 4.10 | 4.4 | 4.0 | 4.20 | 23 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | english,NA | 24 | Middle class |
| 348 | speaker | 4 | 3 | female | female | 4 | 3 | 2 | 7 | Rehab aide | Mac air microphone | Mac air microphone | 1 | 4 | 1 | 1.8 | 1.1 | 1.45 | 4.4 | 4.0 | 4.20 | 3.9 | 3.4 | 3.65 | 4.2 | 3.2 | 3.70 | 3.1 | 3.8 | 3.45 | 10 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | english,NA | 26 | Working class |
| 350 | speaker | 4 | 3 | female | female | 3 | 3 | 3 | 8 | Counselor | laptop microphone, RealTek High Defintion Audio | laptop speaker, Realtek High Definition Audio | 1 | 3 | 1 | 3.7 | 3.0 | 3.35 | 5.0 | 4.7 | 4.85 | 3.4 | 3.5 | 3.45 | 3.6 | 2.6 | 3.10 | 3.1 | 4.4 | 3.75 | 19 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | English,NA | 29 | Middle class |
| 351 | speaker | 4 | 1 | female | female | 4 | 2 | 3 | 7 | Bar hostess | HP Envy x360 laptop microphone | HP Envy x360 Laptop speaker | 1 | 3 | 1 | 2.8 | 3.7 | 3.25 | 4.9 | 4.0 | 4.45 | 3.3 | 3.5 | 3.40 | 4.7 | 3.2 | 3.95 | 3.4 | 3.9 | 3.65 | 12 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | English,Spanish | 27 | Working class |
| 352 | speaker | 4 | 2 | male | male | 3 | 3 | 3 | 5 | Unemployed | Laptop Michrophone | Laptop Speakers | 1 | 3 | 1 | 3.7 | 3.7 | 3.70 | 3.5 | 3.1 | 3.30 | 3.2 | 3.6 | 3.40 | 3.2 | 3.7 | 3.45 | 2.9 | 3.9 | 3.40 | 39 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | English,NA | 31 | Middle class |
| 353 | speaker | 4 | 1 | female | male | 2 | 3 | 2 | 7 | Full time graduate student | Laptop microphone (Realtek(R) Audio) | Laptop speaker (Realtek(R) Audio) | 1 | 4 | 1 | 2.7 | 3.8 | 3.25 | 5.0 | 3.5 | 4.25 | 1.7 | 2.3 | 2.00 | 4.7 | 3.7 | 4.20 | 4.9 | 4.8 | 4.85 | 23 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | English,Spanish | 25 | Upper-middle class |
| 354 | speaker | 4 | 1 | female | female | 2 | 1 | 3 | 7 | Corporate Governance Administrator | Laptop Microphone - Dell Inspiron 15 3000 | Laptop Speaker - Dell Inspiron 15 3000 | 1 | 4 | 1 | 3.4 | 2.4 | 2.90 | 4.9 | 4.3 | 4.60 | 3.4 | 3.3 | 3.35 | 2.9 | 3.2 | 3.05 | 3.9 | 4.7 | 4.30 | 29 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | English,NA | 33 | Upper-middle class |
| 356 | listener | 3 | 1 | male | male | 2 | 3 | 3 | 7 | Software Engineer | laptop microphone | Headphones | 1 | 3 | 1 | 3.1 | 3.6 | 3.35 | 1.7 | 2.1 | 1.90 | 2.9 | 2.6 | 2.75 | 1.9 | 3.6 | 2.75 | 3.4 | 3.1 | 3.25 | 11 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | Arabic,English | 28 | Upper-middle class |
| 357 | listener | 4 | 1 | female | female | 3 | 3 | 3 | 8 | librarian | laptop | laptop speaker | 1 | 4 | 1 | 2.6 | 2.2 | 2.40 | 3.8 | 3.5 | 3.65 | 3.7 | 3.1 | 3.40 | 3.2 | 3.8 | 3.50 | 3.6 | 3.5 | 3.55 | 10 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | english,NA | 46 | Middle class |
| 358 | listener | 4 | 1 | female | female | 3 | 3 | 3 | 7 | Nurse | Laptop Microphone | Bluetooth LISN Headphones | 1 | 3 | 1 | 3.8 | 2.6 | 3.20 | 5.0 | 4.0 | 4.50 | 3.0 | 3.8 | 3.40 | 4.5 | 4.6 | 4.55 | 2.6 | 3.0 | 2.80 | 44 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | English,NA | 28 | Middle class |
| 360 | listener | 4 | 1 | female | female | 4 | 1 | 1 | 5 | homemaker | laptop microphone | Headphones | 1 | 4 | 1 | 2.9 | 2.5 | 2.70 | 3.9 | 3.8 | 3.85 | 3.4 | 4.0 | 3.70 | 3.6 | 3.5 | 3.55 | 3.6 | 3.7 | 3.65 | 3 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | English,NA | 29 | Working class |
| 362 | listener | 4 | 1 | female | female | 3 | 2 | 2 | 8 | Finance | Blue Yeti USB Mic | Sennheiser HD 650 | 1 | 5 | 1 | 3.0 | 2.6 | 2.80 | 3.3 | 3.1 | 3.20 | 4.2 | 3.6 | 3.90 | 3.6 | 3.3 | 3.45 | 3.7 | 4.0 | 3.85 | 15 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | English,NA | 48 | Middle class |
| 363 | listener | 4 | 1 | female | female | 3 | 1 | 3 | 6 | retail | laptop microphone | techtronic bluetooth headphones | 0 | 3 | 1 | 3.9 | 3.9 | 3.90 | 3.4 | 3.9 | 3.65 | 2.8 | 4.1 | 3.45 | 3.0 | 2.3 | 2.65 | 2.4 | 3.3 | 2.85 | 10 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | English,NA | 54 | Middle class |
| 365 | listener | 4 | 1 | female | female | 3 | 2 | 3 | 5 | Underwriting Technician/Agent Licensing Assistant | Desktop microphone | headphones | 1 | 4 | 1 | 1.5 | 1.6 | 1.55 | 5.0 | 4.9 | 4.95 | 4.9 | 4.2 | 4.55 | 4.5 | 3.8 | 4.15 | 5.0 | 4.8 | 4.90 | 10 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | English,NA | 61 | Middle class |
| 367 | listener | 4 | 1 | female | female | 4 | 1 | 2 | 4 | RBT | laptop microphone on mac | Laptop speaker | 1 | 3 | 1 | 3.1 | 3.4 | 3.25 | 3.1 | 3.4 | 3.25 | 3.2 | 2.9 | 3.05 | 3.2 | 3.5 | 3.35 | 3.1 | 3.6 | 3.35 | 28 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | english,NA | 20 | Working class |
| 370 | listener | 4 | 1 | male | male | 5 | 2 | 1 | 4 | Cook | laptop | laptop | 1 | 4 | 1 | 1.9 | 1.8 | 1.85 | 4.1 | 4.5 | 4.30 | 4.3 | 3.8 | 4.05 | 3.7 | 4.0 | 3.85 | 4.7 | 3.7 | 4.20 | 4 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | English,NA | 42 | Lower class |
| 371 | listener | 4 | 1 | female | female | 4 | 1 | 2 | 3 | Nanny - right now unemployed due to covid | Black Nubwo headset microphone | Samsung Headphones | 1 | 4 | 1 | 2.9 | 2.8 | 2.85 | 4.0 | 3.6 | 3.80 | 3.7 | 3.8 | 3.75 | 4.1 | 3.7 | 3.90 | 3.9 | 4.3 | 4.10 | 9 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | English,NA | 36 | Working class |
| 374 | listener | 4 | 1 | female | female | 3 | 2 | 3 | 4 | executive assistant | laptop mic | laptop speaker | 1 | 5 | 1 | 1.8 | 1.3 | 1.55 | 3.9 | 4.0 | 3.95 | 4.9 | 4.2 | 4.55 | 4.1 | 4.0 | 4.05 | 4.2 | 3.9 | 4.05 | 4 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | english,NA | 35 | Middle class |
| 375 | listener | 4 | 1 | female | female | 3 | 2 | 2 | 7 | Manager | Boat microphone on headset | Laptop with boat headphones | 1 | 5 | 1 | 1.8 | 1.7 | 1.75 | 3.6 | 3.6 | 3.60 | 4.5 | 3.9 | 4.20 | 4.2 | 4.1 | 4.15 | 4.2 | 4.9 | 4.55 | 5 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | English,NA | 34 | Middle class |
| 376 | listener | 4 | 1 | male | male | 3 | 2 | 2 | 7 | Self employer | laptop microphone | lg ultra hd speaker | 1 | 5 | 1 | 2.1 | 1.6 | 1.85 | 3.3 | 3.7 | 3.50 | 3.1 | 2.3 | 2.70 | 3.9 | 3.6 | 3.75 | 4.5 | 3.4 | 3.95 | 33 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | English,Russian | 26 | Middle class |
| 377 | listener | 4 | 2 | female | female | 4 | 2 | 1 | 8 | Unemployed | Hp laptop microphone | hp laptop speaker | 1 | 3 | 1 | 3.7 | 1.9 | 2.80 | 3.1 | 4.1 | 3.60 | 3.0 | 3.7 | 3.35 | 2.1 | 2.3 | 2.20 | 3.3 | 3.9 | 3.60 | 18 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | English,NA | 26 | Working class |
| 378 | listener | 4 | 2 | female | female | 3 | 3 | 3 | 7 | Project Accountant | Laptop | Laptop | 1 | 4 | 1 | 2.4 | 2.2 | 2.30 | 4.0 | 4.0 | 4.00 | 4.1 | 4.2 | 4.15 | 3.0 | 3.4 | 3.20 | 4.2 | 3.8 | 4.00 | 7 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | English,NA | 28 | Middle class |
| 379 | listener | 4 | 1 | female | female | 3 | 3 | 3 | 7 | Supervisor | Behringer BB microphone | Sony Headphone | 1 | 4 | 1 | 3.1 | 2.4 | 2.75 | 4.0 | 2.7 | 3.35 | 4.2 | 4.4 | 4.30 | 4.0 | 4.0 | 4.00 | 4.0 | 3.8 | 3.90 | 24 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | English,French | 34 | Middle class |
| 380 | speaker | 4 | 1 | male | male | 3 | 1 | 3 | 7 | Science Teacher | Samsung Note 10+ 5G using Bose Noise Cancelling Wireless Bluetooth Headphones 700 | Samsung Note 10+ 5G using Bose Noise Cancelling Wireless Bluetooth Headphones 700 | 1 | 5 | 1 | 1.5 | 1.4 | 1.45 | 4.8 | 3.9 | 4.35 | 3.8 | 3.2 | 3.50 | 4.0 | 4.4 | 4.20 | 4.9 | 4.4 | 4.65 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | English,NA | 35 | Middle class |
| 381 | listener | 4 | 2 | male | male | 4 | 1 | 1 | 7 | store manager | Asus laptop microphone | JVC HAS160B headphones | 1 | 3 | 1 | 2.0 | 2.0 | 2.00 | 2.7 | 3.4 | 3.05 | 3.1 | 3.0 | 3.05 | 2.3 | 2.1 | 2.20 | 3.5 | 3.8 | 3.65 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | English,NA | 52 | Working class |
| 382 | listener | 4 | 1 | male | male | 2 | 1 | 1 | 7 | Manager | Mpow HC6 USB Headset with Microphone | Mpow HC6 USB Headset with Microphone | 1 | 4 | 1 | 2.1 | 3.9 | 3.00 | 3.7 | 2.7 | 3.20 | 2.7 | 2.6 | 2.65 | 3.1 | 4.0 | 3.55 | 4.0 | 3.5 | 3.75 | 4 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | English,NA | 48 | Upper-middle class |
| 384 | listener | 4 | 2 | male | male | 4 | 2 | 3 | 5 | Information Technology | RealTek high definition audio laptop microphone | Beats solo3 headphones | 1 | 4 | 1 | 2.1 | 1.9 | 2.00 | 4.0 | 4.3 | 4.15 | 4.1 | 4.1 | 4.10 | 3.6 | 3.6 | 3.60 | 3.9 | 4.0 | 3.95 | 3 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | English,Spanish | 39 | Working class |
| 385 | listener | 3 | 1 | female | female | 3 | 3 | 3 | 8 | Homemaker | microphone om headset | Jabra headphone | 1 | 5 | 1 | 1.7 | 2.1 | 1.90 | 3.7 | 4.0 | 3.85 | 4.5 | 3.6 | 4.05 | 4.0 | 3.6 | 3.80 | 3.4 | 4.0 | 3.70 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | Hindi,English | 40 | Middle class |
| 387 | listener | 4 | 1 | male | male | 3 | 1 | 1 | 5 | Warehouse manager | Tozo usb mic | Tovo headphones | 1 | 4 | 1 | 2.0 | 2.1 | 2.05 | 4.6 | 3.4 | 4.00 | 3.5 | 2.8 | 3.15 | 3.9 | 4.1 | 4.00 | 2.9 | 2.9 | 2.90 | 4 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | english,NA | 51 | Middle class |
| 388 | listener | 4 | 1 | female | female | 2 | 3 | 3 | 4 | Student | Laptop Microphone | Laptop Speaker | 1 | 4 | 1 | 2.2 | 1.0 | 1.60 | 4.8 | 4.9 | 4.85 | 4.1 | 3.7 | 3.90 | 3.9 | 3.6 | 3.75 | 4.7 | 5.0 | 4.85 | 24 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | English,NA | 19 | Upper-middle class |
| 389 | listener | 4 | 1 | male | male | 2 | 3 | 3 | 7 | Software Engineer | Apple AirPods | Apple AirPods | 1 | 4 | 1 | 2.0 | 1.5 | 1.75 | 3.4 | 4.5 | 3.95 | 4.6 | 4.2 | 4.40 | 2.9 | 3.2 | 3.05 | 4.7 | 3.8 | 4.25 | 2 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | English,NA | 38 | Upper-middle class |
| 390 | listener | 4 | 1 | female | female | 3 | 2 | 3 | 7 | Supervisor | laptop microphone | laptop speaker | 1 | 4 | 1 | 1.9 | 1.7 | 1.80 | 4.6 | 3.7 | 4.15 | 4.2 | 4.2 | 4.20 | 4.3 | 3.7 | 4.00 | 4.6 | 4.7 | 4.65 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | English,NA | 57 | Middle class |
| 391 | listener | 4 | 1 | female | female | 2 | 2 | 2 | 8 | Applied learning assistant | laptop | laptop | 1 | 4 | 1 | 2.5 | 2.4 | 2.45 | 4.0 | 4.0 | 4.00 | 4.3 | 4.1 | 4.20 | 4.2 | 4.0 | 4.10 | 4.5 | 4.0 | 4.25 | 2 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | English,French - Arabic | 25 | Upper-middle class |
| 392 | listener | 4 | 1 | female | female | 2 | 2 | 2 | 7 | Manager | microphone on headset | headphones | 1 | 4 | 1 | 2.1 | 2.6 | 2.35 | 3.3 | 3.1 | 3.20 | 3.4 | 3.0 | 3.20 | 3.5 | 3.3 | 3.40 | 4.0 | 3.9 | 3.95 | 19 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | English,NA | 61 | Upper-middle class |
| 395 | listener | 4 | 1 | female | female | 3 | 2 | 2 | 3 | Data Entry | Desktop Imac | Laptop speakers Imac | 1 | 5 | 1 | 2.3 | 2.1 | 2.20 | 3.7 | 3.8 | 3.75 | 3.8 | 3.6 | 3.70 | 3.5 | 3.5 | 3.50 | 3.8 | 3.4 | 3.60 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | English,NA | 25 | Middle class |
| 398 | listener | 4 | 2 | female | female | 3 | 3 | 1 | 9 | biological sciences | Macbook Air internal mic | Macbook Air speakers | 1 | 4 | 1 | 3.3 | 1.8 | 2.55 | 4.8 | 4.3 | 4.55 | 1.6 | 2.3 | 1.95 | 3.4 | 2.5 | 2.95 | 4.5 | 3.7 | 4.10 | 40 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | English,NA | 50 | Middle class |
| 399 | listener | 4 | 1 | female | female | 4 | 3 | 3 | 5 | Student | laptop microphone | Speaker (Realtek (R) Audio) | 1 | 4 | 1 | 3.2 | 3.0 | 3.10 | 4.7 | 4.4 | 4.55 | 3.1 | 3.8 | 3.45 | 3.0 | 2.7 | 2.85 | 3.7 | 3.9 | 3.80 | 2 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | English,NA | 37 | Working class |
| 400 | listener | 4 | 1 | male | male | 2 | 2 | 2 | 7 | Manager | headphone microphone | headphone | 1 | 5 | 1 | 2.7 | 2.9 | 2.80 | 3.2 | 2.9 | 3.05 | 3.8 | 3.2 | 3.50 | 3.5 | 3.8 | 3.65 | 4.3 | 3.8 | 4.05 | 28 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | English,NA | 55 | Upper-middle class |
| 401 | listener | 4 | 1 | female | female | 3 | 3 | 2 | 7 | Manager | Laptop | Laptop speaker | 1 | 5 | 1 | 2.7 | 3.0 | 2.85 | 3.4 | 3.7 | 3.55 | 4.3 | 3.9 | 4.10 | 3.0 | 4.0 | 3.50 | 3.5 | 3.4 | 3.45 | 15 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | English,NA | 36 | Middle class |
| 402 | listener | 4 | 1 | female | female | 5 | 1 | 1 | 7 | Student | computer | headphones | 1 | 4 | 1 | 3.1 | 2.8 | 2.95 | 3.6 | 3.4 | 3.50 | 3.8 | 3.7 | 3.75 | 3.4 | 3.7 | 3.55 | 3.5 | 3.4 | 3.45 | 30 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | english,English, Spanish | 62 | Lower class |
| 403 | listener | 4 | 3 | female | female | 3 | 3 | 1 | 5 | Business owner | Microphone on headset | Headphones turtle bay | 1 | 5 | 1 | 1.5 | 1.9 | 1.70 | 4.5 | 4.3 | 4.40 | 4.9 | 4.1 | 4.50 | 3.9 | 3.5 | 3.70 | 4.0 | 3.8 | 3.90 | 4 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | English,NA | 44 | Middle class |
| 404 | listener | 4 | 1 | male | male | 4 | 2 | 2 | 7 | Electrical Engineer | Laptop microphone | headphones | 1 | 5 | 1 | 1.9 | 2.8 | 2.35 | 4.2 | 4.0 | 4.10 | 4.5 | 4.2 | 4.35 | 2.9 | 3.3 | 3.10 | 3.9 | 3.1 | 3.50 | 4 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | English,NA | 38 | Working class |
| 405 | listener | 4 | 2 | female | female | 3 | 2 | 2 | 7 | Operations Manager | Laptop microphone built-in | Mpow D9 inner ear bluetooth headphones | 1 | 3 | 1 | 3.0 | 2.9 | 2.95 | 4.6 | 4.2 | 4.40 | 2.9 | 2.5 | 2.70 | 3.4 | 3.1 | 3.25 | 4.1 | 4.0 | 4.05 | 17 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | English,NA | 34 | Middle class |
| 407 | listener | 4 | 1 | male | male | 5 | 2 | 2 | 3 | Musician | Samson S1 microphone into recording interface with desktop pc | Skullcandy Hesh over the ear wired headphones | 1 | 4 | 1 | 3.9 | 3.4 | 3.65 | 4.5 | 4.5 | 4.50 | 4.3 | 4.5 | 4.40 | 3.8 | 3.2 | 3.50 | 4.7 | 4.5 | 4.60 | 37 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | English,NA | 44 | Lower class |
| 408 | listener | 4 | 1 | male | male | 4 | 2 | 2 | 2 | Freelance writer and editor | Windows Phone voice recorder | JBL T460BT Wireless Bluetooth Headphones | 1 | 3 | 1 | 3.1 | 3.3 | 3.20 | 4.5 | 4.0 | 4.25 | 3.7 | 3.6 | 3.65 | 2.8 | 3.9 | 3.35 | 3.5 | 4.2 | 3.85 | 13 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | English,NA | 36 | Working class |
| 410 | listener | 4 | 1 | female | female | 3 | 3 | 3 | 8 | military | microphone on headset mpow m9 | headset mpow m9 | 1 | 4 | 1 | 2.0 | 2.0 | 2.00 | 3.4 | 3.8 | 3.60 | 3.7 | 3.8 | 3.75 | 2.6 | 2.9 | 2.75 | 3.6 | 3.7 | 3.65 | 3 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | English,NA | 38 | Middle class |
| 411 | listener | 4 | 1 | female | female | 3 | 3 | 3 | 4 | Unemployed | Jaybird x4 microphone | Jaybird x4 | 1 | 4 | 1 | 3.1 | 2.2 | 2.65 | 4.0 | 4.7 | 4.35 | 2.1 | 2.9 | 2.50 | 3.0 | 1.5 | 2.25 | 3.1 | 4.4 | 3.75 | 36 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | English,NA | 34 | Middle class |
| 412 | listener | 4 | 1 | female | female | 3 | 3 | 3 | 7 | IT Tech Support Specialist Team Manager | laptop microphone | Skull Candy earbuds | 1 | 4 | 1 | 3.1 | 2.8 | 2.95 | 4.6 | 4.1 | 4.35 | 2.3 | 3.4 | 2.85 | 3.1 | 3.2 | 3.15 | 4.5 | 4.7 | 4.60 | 14 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | English,Latin | 25 | Middle class |
| 413 | listener | 4 | 3 | female | female | 4 | 3 | 2 | 8 | therapist | laptop microphone | laptop speaker | 1 | 3 | 1 | 3.4 | 3.2 | 3.30 | 4.0 | 4.0 | 4.00 | 2.6 | 2.8 | 2.70 | 3.4 | 2.4 | 2.90 | 3.6 | 4.1 | 3.85 | 12 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | English,NA | 28 | Working class |
| 414 | listener | 4 | 1 | male | male | 4 | 3 | 3 | 5 | Retail | Webcam Microphone | Headphones Beats | 1 | 3 | 1 | 2.8 | 1.3 | 2.05 | 3.3 | 4.4 | 3.85 | 2.5 | 2.6 | 2.55 | 2.0 | 2.9 | 2.45 | 4.3 | 4.1 | 4.20 | 18 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | English,NA | 28 | Working class |
| 416 | listener | 4 | 1 | female | female | 3 | 1 | 3 | 8 | Teacher | JLab microphone on headset | JLab headphones | 1 | 5 | 1 | 2.5 | 2.5 | 2.50 | 3.9 | 4.3 | 4.10 | 2.6 | 2.9 | 2.75 | 3.3 | 2.1 | 2.70 | 2.7 | 2.9 | 2.80 | 10 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | English,NA | 40 | Middle class |
| 417 | listener | 4 | 1 | male | male | 3 | 5 | 5 | 10 | R&D | laptop microphone | over the ear headphones | 0 | 4 | 1 | 2.7 | 2.4 | 2.55 | 3.7 | 3.7 | 3.70 | 3.5 | 3.4 | 3.45 | 3.3 | 3.3 | 3.30 | 3.3 | 3.5 | 3.40 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | English,NA | 36 | Middle class |
| 421 | listener | 4 | 1 | male | male | 5 | 1 | 1 | 2 | Customer Service | Laptop, Phone | Laptop | 1 | 3 | 1 | 2.8 | 2.3 | 2.55 | 4.7 | 4.0 | 4.35 | 4.2 | 3.9 | 4.05 | 3.6 | 4.1 | 3.85 | 4.3 | 4.5 | 4.40 | 20 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | English,NA | 34 | Lower class |
| 422 | listener | 4 | 1 | female | female | 4 | 2 | 2 | 3 | customer service | headset with microphone | headphones | 1 | 5 | 1 | 2.2 | 2.0 | 2.10 | 4.4 | 4.7 | 4.55 | 3.8 | 3.9 | 3.85 | 3.6 | 3.0 | 3.30 | 4.0 | 4.5 | 4.25 | 8 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | english,NA | 30 | Working class |
| 424 | listener | 4 | 1 | female | female | 4 | 1 | 2 | 3 | Unemployed due to covid | Black Nubwo headset microphone | Samsung Headphones | 1 | 3 | 1 | 3.3 | 3.0 | 3.15 | 4.0 | 4.0 | 4.00 | 3.6 | 3.7 | 3.65 | 4.0 | 3.7 | 3.85 | 4.0 | 4.2 | 4.10 | 21 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | English,NA | 36 | Working class |
| 425 | listener | 3 | 1 | female | female | 3 | 1 | 1 | 8 | Teacher | laptop microphone | laptop speakers | 1 | 5 | 1 | 1.8 | 1.8 | 1.80 | 3.6 | 4.2 | 3.90 | 4.5 | 4.9 | 4.70 | 2.5 | 4.1 | 3.30 | 4.4 | 3.0 | 3.70 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | English,NA | 37 | Middle class |
| 427 | listener | 3 | 1 | male | male | 4 | 3 | 2 | 7 | Research Technologist | Apple earphone Microphone | Apple earphones | 1 | 3 | 1 | 4.0 | 2.9 | 3.45 | 4.2 | 4.6 | 4.40 | 3.1 | 3.4 | 3.25 | 3.4 | 2.5 | 2.95 | 3.3 | 3.0 | 3.15 | 48 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | English,Urdu, Spanish | 23 | Working class |
| 429 | listener | 4 | 1 | male | male | 2 | 2 | 2 | 2 | Plumber | Laptop | Laptop | 1 | 5 | 1 | 2.9 | 2.7 | 2.80 | 3.3 | 2.6 | 2.95 | 3.5 | 3.4 | 3.45 | 3.3 | 3.1 | 3.20 | 3.8 | 3.3 | 3.55 | 37 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | English,None | 37 | Upper-middle class |
| 433 | listener | 3 | 1 | female | female | 3 | 2 | 2 | 5 | medical assisstant | laptop microphone | laptop speaker | 1 | 5 | 1 | 2.7 | 3.8 | 3.25 | 3.9 | 4.1 | 4.00 | 3.8 | 2.9 | 3.35 | 4.0 | 3.7 | 3.85 | 3.9 | 3.6 | 3.75 | 2 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | english,arabic | 28 | Middle class |
| 435 | listener | 4 | 1 | female | female | 4 | 3 | 3 | 5 | home maker | Macbook Pro microphone | Macbook Pro speaker | 0 | 4 | 1 | 2.0 | 3.3 | 2.65 | 4.8 | 4.4 | 4.60 | 4.1 | 4.0 | 4.05 | 4.2 | 3.8 | 4.00 | 4.6 | 4.2 | 4.40 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | English,NA | 38 | Working class |
| 436 | listener | 4 | 1 | female | female | 2 | 3 | 3 | 4 | Student | Razer headset microphone | Razer headset | 1 | 4 | 1 | 3.8 | 2.2 | 3.00 | 4.1 | 3.5 | 3.80 | 2.5 | 3.8 | 3.15 | 3.0 | 3.5 | 3.25 | 4.4 | 4.7 | 4.55 | 53 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | English,NA | 23 | Upper-middle class |
| 437 | listener | 4 | 1 | female | female | 5 | 3 | 3 | 3 | Homemaker | Realtek HD Microphone (Razer laptop) | Realtek HD Speakers (Razer laptop) | 1 | 3 | 1 | 2.3 | 3.4 | 2.85 | 2.4 | 3.9 | 3.15 | 2.2 | 3.2 | 2.70 | 3.2 | 2.8 | 3.00 | 2.3 | 2.3 | 2.30 | 37 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | English,NA | 24 | Lower class |
| 439 | listener | 3 | 4 | male | male | 3 | 2 | 2 | 7 | teaching | microphone | laptop | 1 | 5 | 1 | 3.2 | 3.1 | 3.15 | 3.1 | 2.8 | 2.95 | 2.9 | 3.1 | 3.00 | 2.9 | 2.9 | 2.90 | 3.1 | 3.2 | 3.15 | 26 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | english,english | 36 | Middle class |
| 441 | listener | 4 | 1 | female | female | 4 | 1 | 1 | 7 | caregiver | HX headset | HX headset | 1 | 4 | 1 | 2.9 | 1.6 | 2.25 | 4.5 | 4.8 | 4.65 | 3.9 | 4.5 | 4.20 | 4.1 | 3.7 | 3.90 | 4.1 | 4.4 | 4.25 | 19 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | english,NA | 51 | Working class |
| 442 | listener | 4 | 1 | female | female | 4 | 2 | 1 | 8 | Help Desk Analyst | laptop microphone | laptop speaker, Sony headphones | 1 | 5 | 1 | 2.2 | 2.0 | 2.10 | 3.9 | 4.4 | 4.15 | 3.8 | 3.0 | 3.40 | 3.8 | 3.6 | 3.70 | 4.0 | 4.0 | 4.00 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | English,NA | 67 | Working class |
| 443 | listener | 4 | 1 | female | female | 4 | 2 | 2 | 7 | amazon prime flex worker | laptop microphone | sony headphones | 1 | 3 | 1 | 2.9 | 1.9 | 2.40 | 2.8 | 3.6 | 3.20 | 3.5 | 3.3 | 3.40 | 3.1 | 2.5 | 2.80 | 2.7 | 3.1 | 2.90 | 9 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | english,NA | 35 | Working class |
| 445 | listener | 4 | 2 | female | nonbinary | 3 | 1 | 1 | 4 | Unemployed | ASUS laptop microphone | apple earbuds | 1 | 4 | 1 | 4.6 | 4.8 | 4.70 | 4.6 | 3.9 | 4.25 | 1.9 | 3.5 | 2.70 | 4.1 | 2.2 | 3.15 | 3.3 | 4.8 | 4.05 | 49 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | English,NA | 24 | Middle class |
| 446 | listener | 4 | 2 | female | female | 3 | 3 | 1 | 5 | Nurse | headset | KOSS CS-95 headphones | 1 | 3 | 1 | 2.5 | 2.6 | 2.55 | 4.1 | 3.9 | 4.00 | 3.8 | 4.2 | 4.00 | 3.0 | 3.5 | 3.25 | 3.8 | 3.8 | 3.80 | 10 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | English,NA | 48 | Middle class |
| 447 | listener | 4 | 1 | female | female | 3 | 1 | 3 | 7 | analyst | latop | laptop | 0 | 5 | 1 | 3.3 | 3.6 | 3.45 | 2.4 | 4.5 | 3.45 | 3.4 | 4.5 | 3.95 | 2.7 | 4.3 | 3.50 | 3.5 | 3.9 | 3.70 | 30 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | english,NA | 32 | Middle class |
| 448 | listener | 4 | 1 | female | female | 2 | 3 | 3 | 7 | physical therapist assistant | HP notebook microphone | HP notebook speakers | 1 | 4 | 1 | 1.8 | 3.1 | 2.45 | 3.7 | 3.2 | 3.45 | 4.1 | 4.7 | 4.40 | 2.4 | 4.5 | 3.45 | 4.3 | 3.1 | 3.70 | 18 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | English,NA | 48 | Upper-middle class |
| 449 | listener | 4 | 1 | female | female | 3 | 3 | 3 | 4 | Disabled | Desktop microphone | Desktop speaker | 1 | 5 | 1 | 3.5 | 3.5 | 3.50 | 4.7 | 4.8 | 4.75 | 3.8 | 4.0 | 3.90 | 3.4 | 2.8 | 3.10 | 2.8 | 3.7 | 3.25 | 2 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | English,NA | 55 | Middle class |
| 451 | listener | 4 | 1 | female | female | 3 | 3 | 3 | 4 | homemaker | laptop microphone or headset | laptop speakers or headphones if available | 1 | 5 | 1 | 2.8 | 2.7 | 2.75 | 4.1 | 4.4 | 4.25 | 3.1 | 3.6 | 3.35 | 4.5 | 3.3 | 3.90 | 3.4 | 3.2 | 3.30 | 7 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | english,NA | 40 | Middle class |
| 452 | listener | 4 | 2 | female | female | 4 | 2 | 1 | 4 | csr | mpow USB headset | mpow USB headset | 1 | 5 | 1 | 3.0 | 1.2 | 2.10 | 4.5 | 4.6 | 4.55 | 3.5 | 4.2 | 3.85 | 3.7 | 2.9 | 3.30 | 3.5 | 4.3 | 3.90 | 7 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | english,n/a | 42 | Working class |
| 453 | listener | 4 | 2 | male | male | 4 | 1 | 2 | 4 | finance | laptop microphone | laptop headphones | 1 | 4 | 1 | 2.3 | 2.8 | 2.55 | 2.6 | 2.7 | 2.65 | 3.1 | 3.6 | 3.35 | 2.8 | 3.2 | 3.00 | 3.7 | 2.8 | 3.25 | 4 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | english,NA | 52 | Working class |
| 454 | listener | 4 | 1 | female | female | 3 | 3 | 1 | 3 | Self-employed | Laptop microphone | Laptop speaker | 1 | 4 | 1 | 3.9 | 3.7 | 3.80 | 4.6 | 3.5 | 4.05 | 3.3 | 4.3 | 3.80 | 3.8 | 2.7 | 3.25 | 3.3 | 4.5 | 3.90 | 6 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | English,NA | 21 | Middle class |
| 456 | listener | 4 | 1 | female | female | 4 | 2 | 3 | 4 | student | Microphone on headphones | headphones | 1 | 3 | 1 | 3.9 | 2.9 | 3.40 | 4.8 | 4.9 | 4.85 | 2.9 | 3.7 | 3.30 | 3.1 | 3.0 | 3.05 | 4.0 | 5.0 | 4.50 | 64 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | English,NA | 21 | Working class |
| 459 | listener | 4 | 1 | female | female | 4 | 3 | 2 | 5 | Information Systems Technology | Alcatel Android phone microphone | Generic earbuds (unknown brand) | 1 | 4 | 1 | 3.4 | 2.1 | 2.75 | 4.9 | 4.5 | 4.70 | 3.6 | 3.9 | 3.75 | 3.5 | 3.3 | 3.40 | 3.8 | 4.3 | 4.05 | 8 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | English,German, Italian | 49 | Working class |
| 461 | listener | 4 | 1 | female | female | 4 | 2 | 1 | 3 | Stay at hom | latop microphone | neadphones, or a laptop speaker (the laptop is HP Realtek) | 1 | 4 | 1 | 3.8 | 3.7 | 3.75 | 4.2 | 4.5 | 4.35 | 2.9 | 3.5 | 3.20 | 3.2 | 2.9 | 3.05 | 3.6 | 4.2 | 3.90 | 20 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | English,NA | 21 | Working class |
| 463 | listener | 4 | 2 | female | female | 4 | 2 | 3 | 4 | Homemaker | microphone in headset | Bluetooth headphones | 1 | 3 | 1 | 3.4 | 3.7 | 3.55 | 4.6 | 3.2 | 3.90 | 3.0 | 3.3 | 3.15 | 2.9 | 4.1 | 3.50 | 3.7 | 4.4 | 4.05 | 16 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | English,NA | 27 | Working class |
| 467 | listener | 4 | 2 | male | male | 4 | 1 | 1 | 7 | unemployed | Toshiba laptop microphone | Sony headphones | 1 | 4 | 1 | 3.6 | 2.5 | 3.05 | 4.1 | 4.5 | 4.30 | 2.9 | 3.0 | 2.95 | 3.6 | 2.7 | 3.15 | 4.0 | 4.5 | 4.25 | 5 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | english,NA | 46 | Working class |
| 469 | listener | 4 | 2 | female | female | 3 | 3 | 3 | 7 | Self Employed | I’m a listener… | pc speakers | 0 | 3 | 1 | 2.7 | 3.6 | 3.15 | 3.9 | 3.6 | 3.75 | 3.7 | 3.7 | 3.70 | 3.0 | 2.2 | 2.60 | 3.3 | 3.7 | 3.50 | 4 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | English,NA | 32 | Middle class |
| 470 | listener | 4 | 1 | male | male | 3 | 3 | 3 | 4 | Network engineer | Laptop microphone | Laptop speaker | 1 | 4 | 1 | 1.9 | 1.6 | 1.75 | 3.8 | 4.3 | 4.05 | 4.4 | 3.8 | 4.10 | 3.8 | 3.6 | 3.70 | 4.2 | 3.8 | 4.00 | 7 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | English,French | 36 | Middle class |
| 472 | speaker | 4 | 2 | female | female | 3 | 3 | 3 | 7 | project manager | computer | computer | 1 | 3 | 1 | 3.7 | 4.3 | 4.00 | 2.6 | 2.2 | 2.40 | 3.1 | 3.3 | 3.20 | 2.9 | 3.3 | 3.10 | 3.7 | 3.8 | 3.75 | 6 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | english,NA | 37 | Middle class |
| 476 | listener | 4 | 1 | male | male | 2 | 4 | 3 | 8 | atmospheric scientist | headset microphone | headset earbuds via laptop | 1 | 4 | 1 | 2.1 | 2.0 | 2.05 | 4.1 | 4.6 | 4.35 | 4.6 | 4.2 | 4.40 | 2.8 | 2.3 | 2.55 | 4.7 | 3.1 | 3.90 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | english,NA | 54 | Upper-middle class |
| 479 | listener | 4 | 1 | female | female | 4 | 3 | 3 | 6 | homemaker | laptop | samsung buds+ | 1 | 4 | 1 | 3.2 | 3.6 | 3.40 | 4.3 | 3.4 | 3.85 | 2.8 | 3.5 | 3.15 | 3.5 | 3.5 | 3.50 | 4.2 | 4.9 | 4.55 | 9 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | english,NA | 36 | Working class |
| 480 | listener | 4 | 1 | male | male | 4 | 2 | 2 | 7 | Engineer | Dell Vostro 14 laptop microphone | Dell Vostro 14 laptop speaker | 1 | 4 | 1 | 2.4 | 1.9 | 2.15 | 3.8 | 4.2 | 4.00 | 3.2 | 3.3 | 3.25 | 4.4 | 3.2 | 3.80 | 3.7 | 3.8 | 3.75 | 3 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | English,Spanish, Portuguese | 28 | Working class |
| 482 | listener | 4 | 1 | female | female | 4 | 3 | 3 | 7 | Office Specialist | Laptop microphone | Laptop Speakers (RealTek High Defnition Audio) | 1 | 3 | 1 | 4.7 | 4.0 | 4.35 | 4.6 | 4.5 | 4.55 | 2.3 | 3.6 | 2.95 | 4.3 | 2.0 | 3.15 | 3.4 | 4.8 | 4.10 | 45 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | English,Spanish | 30 | Working class |
| 483 | listener | 4 | 2 | female | female | 3 | 2 | 2 | 8 | Executive Coordinator in Local Government Agency | laptop | laptop speaker | 1 | 4 | 1 | 2.9 | 2.8 | 2.85 | 4.1 | 4.1 | 4.10 | 3.6 | 3.6 | 3.60 | 3.5 | 3.5 | 3.50 | 3.8 | 3.8 | 3.80 | 19 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | English,NA | 36 | Middle class |
| 485 | listener | 4 | 1 | female | female | 3 | 3 | 3 | 4 | Mindset Coach | nothing | laptop speaker | 1 | 4 | 1 | 2.7 | 2.8 | 2.75 | 3.9 | 3.7 | 3.80 | 2.9 | 3.5 | 3.20 | 3.1 | 2.9 | 3.00 | 3.3 | 3.3 | 3.30 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | English,NA | 41 | Middle class |
| 487 | listener | 4 | 2 | male | male | 3 | 3 | 3 | 7 | IT | desktop | desktop speakers | 0 | 4 | 1 | 2.1 | 2.0 | 2.05 | 2.2 | 3.3 | 2.75 | 3.3 | 3.1 | 3.20 | 2.4 | 2.2 | 2.30 | 3.5 | 3.2 | 3.35 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | english,NA | 50 | Middle class |
| 489 | listener | 4 | 3 | male | male | 4 | 6 | 2 | 5 | private security | laptop microphone | laptop speaker, headphones | 1 | 3 | 1 | 2.8 | 2.7 | 2.75 | 3.6 | 4.3 | 3.95 | 4.2 | 3.9 | 4.05 | 2.9 | 2.9 | 2.90 | 3.8 | 3.5 | 3.65 | 9 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | english,spanish | 40 | Working class |
| 490 | listener | 4 | 2 | male | male | 3 | 2 | 2 | 7 | Engineer, retired | microphone on headset, earbuds generic | earbud headset, generic | 0 | 3 | 1 | 2.1 | 1.7 | 1.90 | 3.6 | 3.8 | 3.70 | 4.1 | 3.8 | 3.95 | 2.8 | 3.2 | 3.00 | 4.0 | 3.8 | 3.90 | 2 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | English,NA | 58 | Middle class |
| 492 | listener | 4 | 2 | female | female | 3 | 3 | 2 | 7 | Digital Marketing | Laptop connected via Bluetooth to AirPods | MacBook Pro laptop speaker | 1 | 3 | 1 | 3.5 | 1.8 | 2.65 | 4.5 | 4.6 | 4.55 | 2.8 | 4.0 | 3.40 | 3.3 | 3.2 | 3.25 | 4.6 | 4.2 | 4.40 | 19 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | English,NA | 37 | Middle class |
| 494 | listener | 4 | 2 | female | female | 3 | 3 | 3 | 8 | Occupational Therapist | Laptop | Laptop | 1 | 5 | 1 | 2.5 | 1.9 | 2.20 | 4.3 | 4.4 | 4.35 | 4.0 | 3.5 | 3.75 | 3.8 | 3.1 | 3.45 | 3.8 | 3.4 | 3.60 | 3 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | English,NA | 37 | Middle class |
| 495 | listener | 4 | 1 | female | female | 3 | 1 | 1 | 7 | vet-tech | Macbook laptop microphone | bose headphones | 1 | 4 | 1 | 2.6 | 2.0 | 2.30 | 3.7 | 4.3 | 4.00 | 3.1 | 3.8 | 3.45 | 2.7 | 3.3 | 3.00 | 3.5 | 3.3 | 3.40 | 26 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | english,NA | 36 | Middle class |
| 496 | listener | 4 | 1 | female | female | 3 | 1 | 1 | 3 | receptionist | Laptop microphone | Laptop speaker | 1 | 5 | 1 | 2.6 | 3.1 | 2.85 | 3.7 | 4.1 | 3.90 | 3.8 | 4.2 | 4.00 | 2.8 | 3.1 | 2.95 | 3.9 | 4.1 | 4.00 | 8 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | English,None | 40 | Middle class |
| 497 | listener | 4 | 1 | female | female | 4 | 3 | 3 | 8 | accounting tech | microphone on headset | headphones | 1 | 3 | 1 | 3.7 | 3.5 | 3.60 | 3.7 | 4.2 | 3.95 | 3.5 | 3.2 | 3.35 | 3.2 | 2.5 | 2.85 | 3.8 | 4.1 | 3.95 | 17 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | English,NA | 31 | Working class |
| 501 | listener | 4 | 2 | female | female | 2 | 3 | 1 | 8 | retired social worker | Cyber Acoustics AC-4006 USB headset with microphone | Cyber Acoustics AC-4006 USB headset | 1 | 4 | 1 | 2.7 | 3.1 | 2.90 | 4.4 | 4.1 | 4.25 | 3.4 | 2.8 | 3.10 | 3.9 | 3.9 | 3.90 | 4.0 | 3.6 | 3.80 | 6 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | English,NA | 68 | Upper-middle class |
| 502 | listener | 4 | 5 | female | female | 3 | 3 | 1 | 3 | Unemployed | laptop microphone | laptop speaker | 1 | 3 | 1 | 4.3 | 4.0 | 4.15 | 4.0 | 2.9 | 3.45 | 2.5 | 3.2 | 2.85 | 3.1 | 2.8 | 2.95 | 3.4 | 3.4 | 3.40 | 18 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | English,NA | 28 | Middle class |
| 504 | listener | 4 | 2 | female | female | 3 | 3 | 2 | 7 | Legal | laptop | laptop | 0 | 4 | 1 | 2.2 | 2.2 | 2.20 | 4.7 | 4.0 | 4.35 | 3.5 | 3.2 | 3.35 | 3.7 | 3.5 | 3.60 | 4.0 | 4.0 | 4.00 | 4 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | English,NA | 39 | Middle class |
| 505 | listener | 4 | 1 | female | female | 3 | 3 | 3 | 8 | teacher | laptop microphone | laptop speaker | 1 | 4 | 1 | 2.6 | 3.0 | 2.80 | 4.0 | 4.1 | 4.05 | 4.4 | 3.8 | 4.10 | 3.3 | 2.7 | 3.00 | 2.9 | 3.1 | 3.00 | 2 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | English,NA | 32 | Middle class |
| 507 | listener | 4 | 1 | female | female | 3 | 2 | 2 | 5 | Student | Laptop | Laptop | 0 | 5 | 1 | 1.0 | 1.0 | 1.00 | 4.1 | 4.7 | 4.40 | 5.0 | 3.4 | 4.20 | 4.4 | 3.3 | 3.85 | 5.0 | 3.8 | 4.40 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | English,Spanish | 22 | Middle class |
| 509 | listener | 4 | 1 | male | agender | 4 | 3 | 2 | 4 | self-employed | generic usb microphone | koss headphones | 1 | 3 | 1 | 3.9 | 3.8 | 3.85 | 3.2 | 4.3 | 3.75 | 2.6 | 3.0 | 2.80 | 2.4 | 1.7 | 2.05 | 3.3 | 3.7 | 3.50 | 38 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | english,NA | 42 | Working class |
| 510 | listener | 4 | 1 | male | nonbinary | 2 | 3 | 3 | 3 | College student | MacBook Air microphone | JLab Go Air earbuds | 1 | 3 | 1 | 4.8 | 3.8 | 4.30 | 5.0 | 4.5 | 4.75 | 2.9 | 4.0 | 3.45 | 4.4 | 2.1 | 3.25 | 4.7 | 4.7 | 4.70 | 62 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | English,NA | 21 | Upper-middle class |
| 511 | listener | 4 | 2 | male | male | 5 | 1 | 1 | 6 | Digital Artist | Samson USB C01U Microphone | Sennheiser HD 598 | 1 | 3 | 1 | 2.1 | 2.7 | 2.40 | 3.6 | 3.9 | 3.75 | 3.1 | 2.9 | 3.00 | 3.0 | 2.6 | 2.80 | 4.6 | 4.4 | 4.50 | 7 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | English,NA | 45 | Lower class |
| 512 | listener | 4 | 1 | female | female | 3 | 3 | 2 | 4 | assembler | laptop microphone | laptop speaker | 1 | 4 | 1 | 4.0 | 4.1 | 4.05 | 4.6 | 4.6 | 4.60 | 3.5 | 4.5 | 4.00 | 3.1 | 2.9 | 3.00 | 3.7 | 4.4 | 4.05 | 8 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | english,NA | 33 | Middle class |
| 513 | listener | 4 | 2 | male | male | 3 | 1 | 3 | 7 | Computer sales and repair | microphone on Turtle Beach headset | laptop speaker | 1 | 4 | 1 | 3.1 | 2.4 | 2.75 | 3.8 | 3.3 | 3.55 | 3.2 | 3.6 | 3.40 | 3.9 | 4.0 | 3.95 | 4.0 | 3.9 | 3.95 | 29 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | Englisj,NA | 42 | Middle class |
| 514 | speaker | 4 | 3 | male | male | 2 | 3 | 3 | 7 | Public Relations | laptop microphone or headset. Could use a Bluetooth headset (Plantronics) | Ummm…laptop speakers. I have a Dell. Can also use Bluetooth headset (Plantronics) | 1 | 5 | 1 | 2.9 | 3.1 | 3.00 | 5.0 | 4.4 | 4.70 | 3.7 | 4.1 | 3.90 | 2.9 | 3.3 | 3.10 | 3.4 | 3.9 | 3.65 | 2 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | English,NA | 62 | Upper-middle class |
| 516 | listener | 4 | 2 | male | male | 3 | 3 | 3 | 4 | military | mircophone headset | headset | 1 | 3 | 1 | 3.4 | 3.6 | 3.50 | 3.8 | 3.8 | 3.80 | 3.2 | 4.5 | 3.85 | 2.3 | 2.1 | 2.20 | 3.1 | 4.1 | 3.60 | 26 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | english,none | 40 | Middle class |
| 517 | speaker | 4 | 1 | female | female | 3 | 3 | 2 | 8 | None | Laptop microphone | Laptop Speaker | 1 | 4 | 1 | 3.4 | 3.2 | 3.30 | 3.5 | 4.2 | 3.85 | 3.6 | 3.8 | 3.70 | 3.2 | 3.4 | 3.30 | 3.6 | 4.4 | 4.00 | 13 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | English,NA | 33 | Middle class |
| 518 | listener | 4 | 1 | female | female | 3 | 2 | 3 | 9 | government official | internal microphone | laptop speaker | 1 | 4 | 1 | 3.4 | 3.4 | 3.40 | 4.2 | 4.0 | 4.10 | 2.8 | 3.5 | 3.15 | 4.0 | 2.8 | 3.40 | 3.3 | 3.4 | 3.35 | 13 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | English,Spanish | 30 | Middle class |
| 519 | speaker | 4 | 2 | female | female | 3 | 3 | 3 | 8 | Psych therapist | Android cell | Android cell | 1 | 2 | 1 | 2.8 | 2.7 | 2.75 | 4.7 | 4.5 | 4.60 | 4.2 | 3.5 | 3.85 | 4.4 | 4.2 | 4.30 | 3.6 | 3.6 | 3.60 | 28 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | English,NA | 58 | Middle class |
| 520 | listener | 4 | 1 | female | female | 3 | 3 | 3 | 7 | RN | Laptop microphone | Laptop speaker | 1 | 4 | 1 | 2.8 | 2.2 | 2.50 | 4.7 | 4.8 | 4.75 | 3.7 | 3.9 | 3.80 | 4.3 | 3.6 | 3.95 | 3.8 | 3.8 | 3.80 | 3 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | English,NA | 28 | Middle class |
| 521 | listener | 4 | 2 | female | female | 4 | 2 | 1 | 6 | Self- Employed | laptop micro phone | Panasonic earbuds | 0 | 3 | 1 | 3.1 | 2.8 | 2.95 | 4.2 | 3.8 | 4.00 | 3.2 | 3.2 | 3.20 | 3.5 | 3.2 | 3.35 | 3.3 | 4.3 | 3.80 | 6 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | English,NA | 33 | Working class |
| 522 | listener | 4 | 1 | male | male | 5 | 2 | 2 | 3 | None. | Snowball Microphone(USB). | Speakers on TV(monitor), or headphones. | 1 | 3 | 1 | 1.5 | 1.5 | 1.50 | 3.9 | 3.9 | 3.90 | 3.3 | 4.0 | 3.65 | 2.8 | 2.8 | 2.80 | 4.5 | 4.3 | 4.40 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | English,NA | 42 | Lower class |
| 523 | speaker | 4 | 1 | female | female | 3 | 3 | 3 | 9 | cantor | laptop microphone | laptop speaker, earphones | 1 | 4 | 1 | 2.0 | 1.8 | 1.90 | 4.3 | 4.6 | 4.45 | 3.6 | 4.2 | 3.90 | 3.3 | 3.0 | 3.15 | 4.0 | 4.7 | 4.35 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | American English,NA | 68 | Middle class |
| 524 | listener | 3 | 2 | female | female | 2 | 2 | 2 | 4 | Title Clerk | laptop microphone | laptop speaker | 1 | 4 | 1 | 3.9 | 4.6 | 4.25 | 3.5 | 2.8 | 3.15 | 3.9 | 3.9 | 3.90 | 2.9 | 3.3 | 3.10 | 3.7 | 3.5 | 3.60 | 21 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | English,NA | 33 | Upper-middle class |
| 525 | listener | 4 | 1 | female | female | 4 | 1 | 1 | 7 | Education/Training Consultant | laptop microphone | headphones | 1 | 4 | 1 | 2.3 | 2.0 | 2.15 | 4.0 | 3.5 | 3.75 | 2.8 | 3.4 | 3.10 | 4.6 | 3.6 | 4.10 | 4.1 | 3.9 | 4.00 | 8 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | English,NA | 48 | Working class |
| 530 | listener | 4 | 1 | female | female | 4 | 3 | 3 | 4 | Pharmacy Technician | Toshiba laptop | Toshiba laptop | 0 | 3 | 1 | 3.7 | 3.5 | 3.60 | 4.3 | 3.8 | 4.05 | 3.4 | 4.6 | 4.00 | 3.8 | 2.8 | 3.30 | 3.5 | 4.6 | 4.05 | 9 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | English,NA | 23 | Working class |
| 531 | listener | 4 | 1 | female | female | 0 | 3 | 1 | 7 | Self employed creative | Mic on headset | desktop speakers, jbl plus | 1 | 3 | 1 | 3.6 | 2.6 | 3.10 | 3.8 | 4.3 | 4.05 | 3.0 | 3.1 | 3.05 | 3.7 | 3.1 | 3.40 | 3.5 | 4.5 | 4.00 | 36 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | English,NA | 55 | I don’t know |
| 533 | speaker | 4 | 1 | female | female | 3 | 3 | 5 | 4 | Realtor | Airpods | AirPods | 1 | 4 | 1 | 2.2 | 1.8 | 2.00 | 4.3 | 4.2 | 4.25 | 2.7 | 3.2 | 2.95 | 4.2 | 4.6 | 4.40 | 4.3 | 3.8 | 4.05 | 34 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | English,NA | 29 | Middle class |
| 535 | listener | 4 | 2 | female | female | 3 | 3 | 1 | 7 | RN | HEADPHONE PLUGGED INTO laptop | laptop speakers | 1 | 4 | 1 | 2.8 | 2.5 | 2.65 | 3.7 | 4.3 | 4.00 | 3.2 | 3.6 | 3.40 | 3.8 | 3.6 | 3.70 | 3.5 | 4.0 | 3.75 | 4 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | ehglish,NA | 52 | Middle class |
| 537 | listener | 4 | 1 | male | male | 3 | 3 | 3 | 7 | Financial Advisor | laptop microphone | laptop speaker | 1 | 4 | 1 | 2.5 | 2.0 | 2.25 | 3.9 | 3.4 | 3.65 | 3.6 | 3.3 | 3.45 | 4.0 | 3.7 | 3.85 | 4.0 | 3.6 | 3.80 | 9 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | English,Spanish | 29 | Middle class |
| 538 | listener | 3 | 2 | female | female | 4 | 3 | 3 | 4 | Warehouse Associate | Laptop microphone | AirPods | 1 | 1 | 1 | 3.7 | 3.8 | 3.75 | 4.0 | 3.7 | 3.85 | 2.4 | 3.3 | 2.85 | 3.7 | 3.7 | 3.70 | 3.7 | 4.0 | 3.85 | 24 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | English,NA | 39 | Working class |
| 539 | listener | 4 | 1 | female | female | 3 | 3 | 3 | 4 | Homemaker | Turtle Beach Streaming microphone | JVC Headphones | 1 | 4 | 1 | 3.5 | 3.9 | 3.70 | 4.2 | 3.5 | 3.85 | 2.5 | 1.9 | 2.20 | 2.7 | 3.2 | 2.95 | 3.7 | 3.5 | 3.60 | 30 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | English,NA | 46 | Middle class |
| 540 | listener | 4 | 3 | female | female | 5 | 1 | 3 | 4 | mTurk | laptop microphone Realtek | laptop speaker Realtek | 1 | 2 | 1 | 4.6 | 4.6 | 4.60 | 3.4 | 2.5 | 2.95 | 2.6 | 3.2 | 2.90 | 2.9 | 3.1 | 3.00 | 3.5 | 3.5 | 3.50 | 43 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | English,NA | 39 | Lower class |
| 541 | listener | 4 | 2 | male | male | 3 | 3 | 3 | 7 | Analyst | Dell Inspiron laptop microphone | JBL Everest 300 | 1 | 3 | 1 | 2.9 | 3.4 | 3.15 | 4.0 | 4.1 | 4.05 | 3.3 | 3.7 | 3.50 | 3.1 | 2.8 | 2.95 | 3.6 | 3.9 | 3.75 | 6 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | English,NA | 49 | Middle class |
| 543 | listener | 4 | 1 | male | male | 4 | 3 | 2 | 7 | bartender | HP Envy 360X laptop microphone | HP Envy 360X laptop speakers | 1 | 4 | 1 | 3.1 | 2.6 | 2.85 | 3.8 | 3.6 | 3.70 | 3.5 | 3.2 | 3.35 | 2.9 | 2.6 | 2.75 | 4.1 | 4.5 | 4.30 | 21 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | English,Spanish | 47 | Working class |
| 544 | listener | 4 | 1 | female | female | 3 | 3 | 3 | 4 | clerical staff | laptop microphone | laptop speaker | 0 | 4 | 1 | 2.6 | 2.5 | 2.55 | 3.8 | 3.8 | 3.80 | 3.5 | 3.5 | 3.50 | 2.9 | 3.0 | 2.95 | 3.7 | 4.0 | 3.85 | 6 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | English,NA | 32 | Middle class |
| 546 | listener | 4 | 1 | female | female | 4 | 2 | 2 | 5 | service | laptop microphone | laptop speaker | 1 | 3 | 1 | 2.6 | 2.3 | 2.45 | 3.7 | 4.2 | 3.95 | 3.5 | 3.4 | 3.45 | 3.0 | 3.1 | 3.05 | 3.8 | 4.0 | 3.90 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | English,NA | 33 | Working class |
| 547 | listener | 4 | 2 | male | male | 4 | 1 | 2 | 7 | Engineer | microphone on headset | SkullCandy earphones | 1 | 4 | 1 | 4.0 | 2.9 | 3.45 | 4.0 | 3.9 | 3.95 | 2.5 | 4.1 | 3.30 | 2.6 | 2.7 | 2.65 | 4.4 | 4.0 | 4.20 | 29 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | English,NA | 30 | Working class |
| 549 | listener | 4 | 1 | female | female | 4 | 2 | 2 | 3 | Call Center Representative | laptop | in-ear headphone | 1 | 4 | 1 | 2.9 | 2.3 | 2.60 | 3.3 | 4.1 | 3.70 | 3.8 | 4.1 | 3.95 | 2.3 | 3.9 | 3.10 | 3.8 | 3.8 | 3.80 | 14 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | english,NA | 26 | Working class |
| 550 | listener | 3 | 2 | female | female | 4 | 1 | 3 | 4 | Supervisor | Macbook Air | Macbook Air | 1 | 2 | 1 | 4.3 | 3.3 | 3.80 | 4.4 | 4.0 | 4.20 | 2.5 | 3.9 | 3.20 | 4.4 | 3.3 | 3.85 | 2.9 | 3.2 | 3.05 | 48 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | English,NA | 32 | Working class |
| 552 | listener | 4 | 2 | female | female | 3 | 3 | 3 | 4 | student | laptop microphone | laptop speaker | 1 | 3 | 1 | 3.7 | 3.2 | 3.45 | 3.6 | 3.5 | 3.55 | 2.6 | 3.7 | 3.15 | 3.3 | 2.9 | 3.10 | 3.0 | 3.4 | 3.20 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | english,NA | 21 | Middle class |
| 553 | listener | 4 | 2 | female | female | 4 | 3 | 3 | 7 | HR Administration | Laptop microphone | Laptop speakers | 1 | 4 | 1 | 3.1 | 2.8 | 2.95 | 4.8 | 4.5 | 4.65 | 4.0 | 3.8 | 3.90 | 4.5 | 3.4 | 3.95 | 4.5 | 4.4 | 4.45 | 34 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | English,NA | 28 | Working class |
| 554 | listener | 4 | 1 | female | female | 5 | 2 | 2 | 3 | Not currently working. | laptop microphone | laptop speaker. | 1 | 4 | 1 | 3.5 | 3.5 | 3.50 | 4.1 | 4.3 | 4.20 | 2.7 | 3.1 | 2.90 | 3.2 | 2.0 | 2.60 | 3.5 | 4.0 | 3.75 | 19 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | English.,NA | 27 | Lower class |
| 555 | listener | 4 | 1 | male | male | 3 | 2 | 3 | 7 | Office assistant | Dell laptop microphone. | Dell monitor speakers. | 1 | 2 | 1 | 2.4 | 1.6 | 2.00 | 1.2 | 3.8 | 2.50 | 2.7 | 2.9 | 2.80 | 1.1 | 1.0 | 1.05 | 2.2 | 3.1 | 2.65 | 15 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | English,NA | 41 | Middle class |
| 558 | listener | 4 | 2 | female | female | 3 | 2 | 3 | 8 | Publishing | n/a | laptop speaker | 0 | 3 | 1 | 3.6 | 3.3 | 3.45 | 3.9 | 4.7 | 4.30 | 3.4 | 4.0 | 3.70 | 3.3 | 2.5 | 2.90 | 3.4 | 4.6 | 4.00 | 15 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | English,NA | 41 | Middle class |
| 563 | listener | 3 | 2 | female | female | 4 | 2 | 2 | 4 | pt time turk worker | Blue yeti USb Mic | laptop speaker | 1 | 3 | 1 | 3.7 | 3.9 | 3.80 | 3.2 | 3.3 | 3.25 | 3.0 | 3.6 | 3.30 | 2.7 | 2.2 | 2.45 | 3.1 | 3.7 | 3.40 | 22 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | English,none | 69 | Working class |
| 564 | listener | 4 | 2 | female | female | 3 | 1 | 3 | 8 | Tax Analyst | microphone on samsung headset | samsung headphones | 1 | 4 | 1 | 3.1 | 2.5 | 2.80 | 4.5 | 4.4 | 4.45 | 3.0 | 3.1 | 3.05 | 3.1 | 2.9 | 3.00 | 4.2 | 4.1 | 4.15 | 9 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | English,NA | 47 | Middle class |
paste("Below is a DF containing each listeners' average rating across the respective speakers they rated. It contains data for the", nrow(df_LRs), "participants who were lsiteners. Only the first 200 rows are shown below.")
## [1] "Below is a DF containing each listeners' average rating across the respective speakers they rated. It contains data for the 1174 participants who were lsiteners. Only the first 200 rows are shown below."
df_LRs %>%
head(200) %>%
select(-ends_with(".conf")) %>% #confidence ratings not used in current analysis
kbl(table.attr = "style = \"color: black;\"") %>%
kable_styling(bootstrap_options = c("striped", "hover"), position = "center") %>%
scroll_box(width = "100%", height = "400px")
| listener_id | n_ratings | m_age | sd_age | m_withdrawn | sd_withdrawn | m_volatile | sd_volatile | m_neuroticism | sd_neuroticism | m_compassionate | sd_compassionate | m_polite | sd_polite | m_agreeableness | sd_agreeableness | m_industrious | sd_industrious | m_orderly | sd_orderly | m_conscientiousness | sd_conscientiousness | m_enthusiastic | sd_enthusiastic | m_assertive | sd_assertive | m_extraversion | sd_extraversion | m_intellectual | sd_intellectual | m_open | sd_open | m_openint | sd_openint | m_attractive | m_gender | m_ses | m_sex | sd_attractive | sd_gender | sd_ses | sd_sex |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 356 | 74 | 3.729730 | 2.0956399 | 2.621622 | 1.1786073 | 2.824324 | 0.9702155 | 2.722973 | 0.7221633 | 3.040541 | 0.8980830 | 3.108108 | 0.8035464 | 3.074324 | 0.7055671 | 3.756757 | 0.7367238 | 3.837838 | 0.8762784 | 3.797297 | 0.6969548 | 2.743243 | 1.0211572 | 3.040541 | 1.1157550 | 2.891892 | 0.8245807 | 3.513514 | 0.7806433 | 2.797297 | 0.8755387 | 3.155405 | 0.6352956 | 58.39189 | 57.52703 | 2.9054054 | 1.635135 | 10.340528 | 31.29586 | 0.7433526 | 0.4846782 |
| 357 | 17 | 2.352941 | 0.9963167 | 1.823529 | 0.6359338 | 1.235294 | 0.5622957 | 1.529412 | 0.3737725 | 2.823529 | 0.3929526 | 2.941177 | 0.2425356 | 2.882353 | 0.2186187 | 2.882353 | 0.3321056 | 3.117647 | 0.7812132 | 3.000000 | 0.4677072 | 2.647059 | 0.9314757 | 2.705882 | 0.7717436 | 2.676471 | 0.8089572 | 3.176471 | 0.5285941 | 2.764706 | 0.7524470 | 2.970588 | 0.5144958 | 56.58824 | 54.00000 | 2.4705882 | 1.588235 | 8.054958 | 25.94224 | 0.7174301 | 0.5072997 |
| 358 | 74 | 2.391892 | 1.8492321 | 3.175676 | 1.3584652 | 1.891892 | 1.0799235 | 2.533784 | 0.4988417 | 2.243243 | 0.9905141 | 3.391892 | 1.3118800 | 2.817568 | 0.9600739 | 3.608108 | 1.0703676 | 3.243243 | 1.4879499 | 3.425676 | 0.9781252 | 2.297297 | 1.2898947 | 2.527027 | 1.4355847 | 2.412162 | 1.1508130 | 3.391892 | 1.1799416 | 2.094595 | 1.1124319 | 2.743243 | 0.7905401 | 69.59459 | 58.71622 | 2.9594595 | 1.635135 | 19.752523 | 31.32574 | 0.6711101 | 0.4846782 |
| 360 | 99 | 3.747475 | 2.2147162 | 2.222222 | 0.8275308 | 2.464647 | 0.7044050 | 2.343434 | 0.5375989 | 2.656566 | 0.5743073 | 2.707071 | 0.7178842 | 2.681818 | 0.5123702 | 2.696970 | 0.5431305 | 2.737374 | 0.6789226 | 2.717172 | 0.5109096 | 2.222222 | 0.6476891 | 2.343434 | 0.7974656 | 2.282828 | 0.5721496 | 2.838384 | 0.6807420 | 2.414141 | 0.5891901 | 2.626263 | 0.4862572 | 53.48485 | 58.66667 | 2.9090909 | 1.606061 | 11.956864 | 30.13135 | 0.8816833 | 0.4911083 |
| 362 | 24 | 3.625000 | 1.0134959 | 3.541667 | 1.0623668 | 3.041667 | 0.8586727 | 3.291667 | 0.6240935 | 3.208333 | 1.1787675 | 3.541667 | 1.0623668 | 3.375000 | 0.4720446 | 3.416667 | 1.0598058 | 3.500000 | 0.9780193 | 3.458333 | 0.6902531 | 3.666667 | 1.2038585 | 3.583333 | 1.1389036 | 3.625000 | 0.5160468 | 3.541667 | 1.0206207 | 3.375000 | 1.0959411 | 3.458333 | 0.5694518 | 81.08333 | 65.95833 | 3.0000000 | 1.625000 | 7.008794 | 36.30844 | 0.0000000 | 0.4945354 |
| 363 | 15 | 3.000000 | 1.5118579 | 1.266667 | 0.5936168 | 1.866667 | 0.9904304 | 1.566667 | 0.7037316 | 2.600000 | 0.7367884 | 3.133333 | 0.6399405 | 2.866667 | 0.6399405 | 2.800000 | 0.5606119 | 2.600000 | 0.9856108 | 2.700000 | 0.7020379 | 2.266667 | 0.8837151 | 2.200000 | 1.0823255 | 2.233333 | 0.9036961 | 3.266667 | 0.7988086 | 2.600000 | 0.9856108 | 2.933333 | 0.7988086 | 70.20000 | 65.73333 | 2.4000000 | 1.600000 | 14.482502 | 28.67669 | 0.9102590 | 0.5070926 |
| 365 | 24 | 3.416667 | 1.3160107 | 1.375000 | 0.7696696 | 1.791667 | 0.7790276 | 1.583333 | 0.6702801 | 2.541667 | 0.5882300 | 3.000000 | 0.8340577 | 2.770833 | 0.5893837 | 4.833333 | 0.4815434 | 4.791667 | 0.7210600 | 4.812500 | 0.5067479 | 2.875000 | 1.0347232 | 2.500000 | 1.0632191 | 2.687500 | 0.8573531 | 3.125000 | 0.8501918 | 3.375000 | 1.0134959 | 3.250000 | 0.8209221 | 87.83333 | 63.75000 | 2.9166667 | 1.625000 | 8.478447 | 44.52283 | 0.5036102 | 0.4945354 |
| 367 | 86 | 3.430233 | 1.5304032 | 3.081395 | 0.9847677 | 2.767442 | 0.7304216 | 2.924419 | 0.6255230 | 3.058139 | 1.0100047 | 2.848837 | 0.8611544 | 2.953488 | 0.6399812 | 3.069767 | 0.8372321 | 3.104651 | 0.9207295 | 3.087209 | 0.5593687 | 3.139535 | 0.8965659 | 2.872093 | 1.0034823 | 3.005814 | 0.6206931 | 3.116279 | 0.9383164 | 3.011628 | 0.8608366 | 3.063954 | 0.5466288 | 56.79070 | 57.02326 | 2.0348837 | 1.639535 | 18.050332 | 21.41356 | 1.2965808 | 0.4829515 |
| 370 | 24 | 2.166667 | 1.2038585 | 1.333333 | 0.8681147 | 1.041667 | 0.2041241 | 1.187500 | 0.4376941 | 3.541667 | 1.1412871 | 3.750000 | 1.0320937 | 3.645833 | 1.0051948 | 3.833333 | 1.0072203 | 3.708333 | 1.1220775 | 3.770833 | 1.0105871 | 3.041667 | 1.3981095 | 3.875000 | 1.2269616 | 3.458333 | 1.1412871 | 3.916667 | 0.8805466 | 3.708333 | 1.0417029 | 3.812500 | 0.7490937 | 86.45833 | 64.37500 | 3.4166667 | 1.625000 | 12.890776 | 47.02341 | 0.7172815 | 0.4945354 |
| 371 | 24 | 3.208333 | 1.5874280 | 1.583333 | 0.7755316 | 1.458333 | 0.5882300 | 1.520833 | 0.5208514 | 2.666667 | 0.7019641 | 3.083333 | 0.7172815 | 2.875000 | 0.6468990 | 2.875000 | 0.7408867 | 2.958333 | 0.8586727 | 2.916667 | 0.7469746 | 2.583333 | 0.9286112 | 2.416667 | 1.0598058 | 2.500000 | 0.8209221 | 2.750000 | 0.7939992 | 1.958333 | 0.8064504 | 2.354167 | 0.5800893 | 70.83333 | 62.29167 | 3.2916667 | 1.625000 | 14.913276 | 48.06561 | 0.9078961 | 0.4945354 |
| 374 | 49 | 3.183673 | 1.4241001 | 1.816326 | 1.1845089 | 1.428571 | 1.0408330 | 1.622449 | 1.0079404 | 2.102041 | 1.0457234 | 2.795918 | 1.2579678 | 2.448980 | 1.0618621 | 2.795918 | 1.2579678 | 3.224490 | 1.3112543 | 3.010204 | 1.1923794 | 2.428571 | 1.3070323 | 2.877551 | 1.4808873 | 2.653061 | 1.2041771 | 3.367347 | 1.2860449 | 2.265306 | 1.5380658 | 2.816327 | 1.0241555 | 49.63265 | 65.30612 | 0.0408163 | 1.653061 | 2.166928 | 48.09288 | 0.1999149 | 0.4809288 |
| 375 | 24 | 3.250000 | 1.3909646 | 2.478261 | 0.9472239 | 2.750000 | 1.0733936 | 2.565217 | 0.6793103 | 1.916667 | 1.0598058 | 1.291667 | 0.6902531 | 1.604167 | 0.5512667 | 1.166667 | 0.3806935 | 1.166667 | 0.6370221 | 1.166667 | 0.4584157 | 1.208333 | 0.5089774 | 1.250000 | 0.6079188 | 1.229167 | 0.4657665 | 1.291667 | 0.7506036 | 1.083333 | 0.2823299 | 1.187500 | 0.4848240 | 14.95833 | 58.50000 | 0.2500000 | 1.625000 | 23.755053 | 46.88283 | 0.8968544 | 0.4945354 |
| 376 | 49 | 2.591837 | 1.2062056 | 2.877551 | 1.6282999 | 2.693878 | 1.4606517 | 2.785714 | 1.3844373 | 2.775510 | 1.3884240 | 3.408163 | 1.4421969 | 3.091837 | 1.2105159 | 3.510204 | 1.0824827 | 3.591837 | 1.1711527 | 3.551020 | 0.9695623 | 2.734694 | 1.4968788 | 2.612245 | 1.4974468 | 2.673469 | 1.3484212 | 4.061224 | 0.9221389 | 2.816327 | 1.4530639 | 3.438776 | 0.9050360 | 78.24490 | 57.97959 | 3.3469388 | 1.632653 | 15.554381 | 37.97340 | 1.1823532 | 0.4870779 |
| 377 | 24 | 1.916667 | 0.7172815 | 2.333333 | 0.9168313 | 1.333333 | 0.4815434 | 1.833333 | 0.6019293 | 2.291667 | 0.7506036 | 2.875000 | 0.3378320 | 2.583333 | 0.4340574 | 2.958333 | 0.4643056 | 2.791667 | 0.5882300 | 2.875000 | 0.4484272 | 2.291667 | 0.8586727 | 1.500000 | 0.7801895 | 1.895833 | 0.7220015 | 1.875000 | 0.9469631 | 1.666667 | 0.7613870 | 1.770833 | 0.7798992 | 49.79167 | 55.75000 | 3.6666667 | 1.625000 | 1.531670 | 22.68355 | 0.8681147 | 0.4945354 |
| 378 | 24 | 2.291667 | 0.9545847 | 1.166667 | 0.3806935 | 1.291667 | 0.6240935 | 1.229167 | 0.3605300 | 2.958333 | 0.8064504 | 3.333333 | 0.8164966 | 3.145833 | 0.7442412 | 3.291667 | 0.9078961 | 3.583333 | 0.9743076 | 3.437500 | 0.8636689 | 2.166667 | 0.7613870 | 2.666667 | 1.2038585 | 2.416667 | 0.7613870 | 3.375000 | 0.4945354 | 2.916667 | 0.8805466 | 3.145833 | 0.5413182 | 62.41667 | 57.50000 | 2.5833333 | 1.625000 | 22.276751 | 28.55049 | 0.8805466 | 0.4945354 |
| 379 | 99 | 4.212121 | 1.2878770 | 3.535353 | 1.3117455 | 3.414141 | 0.8922581 | 3.474747 | 0.6522087 | 3.494950 | 0.9832655 | 3.545454 | 1.1717136 | 3.520202 | 0.7211074 | 3.747475 | 0.9829509 | 3.737374 | 1.0059604 | 3.742424 | 0.5730496 | 3.626263 | 0.9957651 | 3.858586 | 1.0102546 | 3.742424 | 0.6323088 | 3.717172 | 1.0105606 | 3.818182 | 1.0533100 | 3.767677 | 0.6750402 | 70.91919 | 58.41414 | 2.9494949 | 1.626263 | 20.684548 | 40.37478 | 0.8252858 | 0.4862572 |
| 381 | 24 | 2.041667 | 1.3666578 | 1.500000 | 0.7801895 | 2.083333 | 0.4082483 | 1.791667 | 0.4643056 | 3.000000 | 0.7801895 | 2.750000 | 0.7372098 | 2.875000 | 0.6634888 | 3.625000 | 0.7109394 | 3.500000 | 0.7801895 | 3.562500 | 0.6964584 | 3.333333 | 0.7613870 | 2.750000 | 0.7372098 | 3.041667 | 0.5500329 | 2.750000 | 0.7939992 | 2.666667 | 0.7613870 | 2.708333 | 0.7210600 | 66.16667 | 63.37500 | 2.9166667 | 1.625000 | 15.315995 | 40.97912 | 0.8805466 | 0.4945354 |
| 382 | 24 | 2.250000 | 1.3593477 | 2.291667 | 1.1220775 | 2.208333 | 0.9770927 | 2.250000 | 0.7223151 | 2.833333 | 0.7019641 | 3.375000 | 0.8242256 | 3.104167 | 0.7067865 | 3.166667 | 0.8164966 | 3.000000 | 0.7801895 | 3.083333 | 0.6538625 | 2.666667 | 1.0072203 | 3.041667 | 0.9545847 | 2.854167 | 0.8905197 | 2.666667 | 0.8681147 | 2.541667 | 0.7790276 | 2.604167 | 0.5706435 | 54.00000 | 61.08333 | 3.0833333 | 1.583333 | 16.839395 | 32.18684 | 0.8805466 | 0.5036102 |
| 384 | 124 | 3.991935 | 1.7783521 | 1.717742 | 0.8512113 | 1.685484 | 0.8000705 | 1.701613 | 0.6981956 | 3.306452 | 0.7563006 | 3.451613 | 0.8958335 | 3.379032 | 0.7307724 | 3.250000 | 0.6940514 | 3.088710 | 0.8065998 | 3.169355 | 0.6011070 | 2.822581 | 0.8463061 | 2.838710 | 0.8301934 | 2.830645 | 0.6011070 | 3.225807 | 0.8048502 | 2.975807 | 0.8785031 | 3.100807 | 0.6895852 | 69.77419 | 64.50806 | 2.3467742 | 1.637097 | 26.375906 | 44.44134 | 1.5775063 | 0.4827879 |
| 385 | 124 | 4.354839 | 2.3930575 | 1.701613 | 1.0279021 | 1.766129 | 1.1341619 | 1.733871 | 1.0407070 | 3.169355 | 1.0179029 | 3.362903 | 0.8956505 | 3.266129 | 0.7767859 | 3.298387 | 0.9455057 | 3.266129 | 0.9636387 | 3.282258 | 0.8747635 | 3.379032 | 0.9925965 | 3.161290 | 1.0698157 | 3.270161 | 0.9226138 | 3.314516 | 0.8201421 | 3.362903 | 1.0541029 | 3.338710 | 0.7926194 | 71.64516 | 65.79032 | 2.7258065 | 1.645161 | 21.389608 | 45.80664 | 0.9225161 | 0.4804055 |
| 387 | 74 | 2.405405 | 1.7666540 | 1.821918 | 0.9623823 | 1.486487 | 0.8796519 | 1.657534 | 0.8286398 | 2.824324 | 0.9702155 | 3.324324 | 0.9524030 | 3.074324 | 0.8977996 | 2.864865 | 0.7643481 | 3.189189 | 0.8548921 | 3.027027 | 0.6666821 | 2.621622 | 1.1189856 | 2.621622 | 0.9319695 | 2.621622 | 0.9356370 | 2.972973 | 0.7758861 | 2.824324 | 0.8497882 | 2.898649 | 0.5732611 | 74.98649 | 65.45946 | 3.6756757 | 1.635135 | 23.436591 | 39.06341 | 0.7604632 | 0.4846782 |
| 388 | 49 | 2.530612 | 1.7212161 | 2.551020 | 1.0420577 | 2.489796 | 1.1747774 | 2.520408 | 0.9069132 | 3.551020 | 0.7377111 | 4.142857 | 0.7359801 | 3.846939 | 0.6471418 | 3.877551 | 0.8811132 | 3.836735 | 1.0477543 | 3.857143 | 0.9185587 | 3.448980 | 0.8180573 | 2.877551 | 1.0334540 | 3.163265 | 0.7387190 | 3.000000 | 0.7359801 | 2.857143 | 0.7905694 | 2.928571 | 0.7144345 | 83.24490 | 62.89796 | 2.6734694 | 1.632653 | 11.029375 | 33.48149 | 0.5911766 | 0.4870779 |
| 389 | 182 | 3.862637 | 2.2759443 | 2.065934 | 1.0060831 | 1.769231 | 0.8678025 | 1.917582 | 0.6823090 | 2.450550 | 1.0486902 | 2.835165 | 0.9890420 | 2.642857 | 0.9584913 | 2.747253 | 0.7737889 | 2.972527 | 0.7755327 | 2.859890 | 0.6529880 | 2.038461 | 1.0211324 | 2.423077 | 1.1573046 | 2.230769 | 0.8135852 | 2.736264 | 0.7556076 | 2.192308 | 1.1031578 | 2.464286 | 0.7321272 | 63.04945 | 56.31868 | 3.0769231 | 1.648352 | 18.162641 | 31.48143 | 0.7613708 | 0.4788021 |
| 390 | 25 | 2.360000 | 1.1860298 | 1.400000 | 0.5773503 | 1.200000 | 0.4082483 | 1.300000 | 0.3227486 | 2.920000 | 0.7023769 | 3.440000 | 0.9609024 | 3.180000 | 0.7053368 | 3.600000 | 0.7071068 | 3.720000 | 0.9797959 | 3.660000 | 0.7599342 | 2.480000 | 1.0456258 | 2.600000 | 0.8660254 | 2.540000 | 0.7488881 | 3.600000 | 0.9128709 | 2.760000 | 0.9695360 | 3.180000 | 0.8020806 | 62.52000 | 56.56000 | 3.0400000 | 1.640000 | 17.750868 | 29.12342 | 0.8406347 | 0.4898979 |
| 391 | 25 | 3.040000 | 1.0984838 | 1.520000 | 0.9626353 | 1.080000 | 0.2768875 | 1.300000 | 0.5204165 | 2.800000 | 0.9574271 | 3.400000 | 1.1547005 | 3.100000 | 0.8539126 | 1.800000 | 1.1902381 | 3.280000 | 1.1733144 | 2.540000 | 0.8154753 | 3.120000 | 1.0923980 | 3.440000 | 1.1575837 | 3.280000 | 0.9903703 | 3.360000 | 0.9521905 | 3.320000 | 0.9000000 | 3.340000 | 0.7029699 | 69.00000 | 58.36000 | 1.2800000 | 1.680000 | 15.814023 | 31.32475 | 0.9797959 | 0.4760952 |
| 392 | 24 | 3.875000 | 1.0759223 | 2.500000 | 0.9325048 | 1.666667 | 0.9630868 | 2.083333 | 0.8030738 | 2.791667 | 0.5882300 | 3.166667 | 0.7019641 | 2.979167 | 0.5208514 | 3.083333 | 0.9286112 | 2.916667 | 1.0598058 | 3.000000 | 0.8846517 | 3.208333 | 0.8836272 | 2.958333 | 0.8586727 | 3.083333 | 0.7469746 | 2.958333 | 1.1220775 | 3.000000 | 1.0215078 | 2.979167 | 0.8782290 | 72.25000 | 62.54167 | 2.0000000 | 1.625000 | 18.594646 | 49.39898 | 0.7801895 | 0.4945354 |
| 395 | 10 | 3.000000 | 1.4142136 | 2.700000 | 0.6749486 | 2.800000 | 0.4216370 | 2.750000 | 0.4859127 | 2.900000 | 0.3162278 | 2.900000 | 0.3162278 | 2.900000 | 0.3162278 | 2.900000 | 0.3162278 | 2.800000 | 0.4216370 | 2.850000 | 0.3374743 | 2.600000 | 0.5163978 | 2.800000 | 0.4216370 | 2.700000 | 0.4216370 | 3.000000 | 0.4714045 | 2.800000 | 0.4216370 | 2.900000 | 0.3944053 | 62.10000 | 56.70000 | 1.3000000 | 1.500000 | 20.819062 | 24.56307 | 1.1595018 | 0.5270463 |
| 398 | 37 | 3.054054 | 1.9285277 | 2.432432 | 1.0419144 | 2.864865 | 0.9764494 | 2.648649 | 0.6221029 | 3.324324 | 0.7473678 | 3.135135 | 0.9475747 | 3.229730 | 0.6077577 | 3.405405 | 0.7622867 | 3.081081 | 1.0104558 | 3.243243 | 0.6731107 | 3.675676 | 1.0288628 | 3.189189 | 1.2875005 | 3.432432 | 1.0617214 | 3.162162 | 0.8979456 | 3.459459 | 0.9004503 | 3.310811 | 0.6598753 | 56.72973 | 54.89189 | 2.9459459 | 1.594595 | 14.433081 | 26.97919 | 0.7798129 | 0.4977427 |
| 399 | 75 | 4.053333 | 2.0982189 | 1.453333 | 0.7762232 | 1.360000 | 0.7285676 | 1.406667 | 0.5370926 | 2.960000 | 0.8127365 | 3.320000 | 0.8877545 | 3.140000 | 0.7001930 | 2.906667 | 0.9468773 | 3.053333 | 1.0383632 | 2.980000 | 0.9206343 | 2.693333 | 0.9582266 | 2.653333 | 1.0716662 | 2.673333 | 0.8756979 | 3.320000 | 0.7911675 | 2.293333 | 0.8663894 | 2.806667 | 0.7065970 | 77.29333 | 54.60000 | 2.2133333 | 1.626667 | 12.983121 | 30.07154 | 1.8548208 | 0.4869467 |
| 400 | 24 | 3.125000 | 0.7974143 | 2.333333 | 0.7019641 | 1.125000 | 0.4484272 | 1.729167 | 0.5103104 | 2.750000 | 0.6079188 | 2.875000 | 0.8998792 | 2.812500 | 0.5067479 | 2.833333 | 0.8164966 | 2.958333 | 0.7506036 | 2.895833 | 0.5706435 | 2.916667 | 0.8805466 | 3.041667 | 0.8064504 | 2.979167 | 0.4995469 | 3.291667 | 0.8586727 | 3.125000 | 0.7974143 | 3.208333 | 0.5694518 | 71.50000 | 66.66667 | 2.2916667 | 1.625000 | 15.466654 | 48.15434 | 0.8064504 | 0.4945354 |
| 401 | 124 | 3.411290 | 1.2097981 | 2.758065 | 0.9488630 | 2.572581 | 0.7344417 | 2.665323 | 0.5548082 | 3.072581 | 0.8758122 | 2.854839 | 0.8989022 | 2.963710 | 0.5849515 | 3.088710 | 0.8835635 | 3.016129 | 0.9193836 | 3.052419 | 0.6337992 | 3.040323 | 0.9052619 | 2.943548 | 0.9902157 | 2.991935 | 0.6895971 | 3.209677 | 0.7355568 | 3.241935 | 0.9228003 | 3.225807 | 0.5959035 | 67.23387 | 46.19355 | 2.6854839 | 1.653226 | 21.538436 | 28.63953 | 0.7583351 | 0.4778739 |
| 402 | 75 | 4.080000 | 1.6986481 | 1.853333 | 0.9400019 | 1.826667 | 0.9353903 | 1.840000 | 0.7761652 | 2.626667 | 0.8182601 | 2.640000 | 1.0984018 | 2.633333 | 0.6990985 | 2.853333 | 1.1353453 | 2.960000 | 0.8291969 | 2.906667 | 0.7383937 | 2.946667 | 1.0766983 | 3.133333 | 0.9491580 | 3.040000 | 0.7744222 | 2.613333 | 1.2180327 | 2.586667 | 1.0146672 | 2.600000 | 0.8891235 | 59.61333 | 64.73333 | 2.0133333 | 1.640000 | 13.024814 | 41.27113 | 1.1088506 | 0.4832324 |
| 403 | 124 | 4.370968 | 1.7736451 | 1.693548 | 1.0373310 | 2.370968 | 1.1438613 | 2.032258 | 0.5400314 | 2.750000 | 0.8127540 | 3.903226 | 0.6677149 | 3.326613 | 0.5336039 | 3.951613 | 0.7635480 | 3.798387 | 0.7648778 | 3.875000 | 0.6202052 | 3.572581 | 1.2041486 | 3.500000 | 1.0000000 | 3.536290 | 0.9735807 | 3.161290 | 0.7143944 | 3.040323 | 0.8779058 | 3.100807 | 0.6278750 | 78.58871 | 64.38710 | 3.0564516 | 1.637097 | 15.065716 | 42.62995 | 1.6245195 | 0.4827879 |
| 404 | 124 | 2.411290 | 1.5618006 | 1.475807 | 0.7038074 | 1.306452 | 0.6269998 | 1.391129 | 0.4879044 | 3.306452 | 0.8378973 | 3.508065 | 0.7808268 | 3.407258 | 0.7660662 | 3.000000 | 0.6115421 | 3.427419 | 0.8280979 | 3.213710 | 0.5884159 | 3.024193 | 0.7700038 | 3.080645 | 0.9335375 | 3.052419 | 0.7264418 | 3.548387 | 0.6420855 | 2.508065 | 0.9239010 | 3.028226 | 0.6158556 | 80.00000 | 63.87903 | 0.0322581 | 1.637097 | 8.374370 | 47.44301 | 0.3592106 | 0.4827879 |
| 405 | 25 | 5.080000 | 1.9561868 | 2.040000 | 0.9345231 | 1.920000 | 0.8621678 | 1.980000 | 0.7836879 | 2.880000 | 0.7257180 | 2.520000 | 0.8225975 | 2.700000 | 0.6123724 | 2.640000 | 0.5686241 | 2.400000 | 0.6454972 | 2.520000 | 0.4890467 | 2.960000 | 0.9345231 | 2.480000 | 0.5859465 | 2.720000 | 0.5220153 | 2.480000 | 0.6531973 | 2.920000 | 0.8124038 | 2.700000 | 0.5204165 | 55.56000 | 58.00000 | 3.0400000 | 1.640000 | 18.239335 | 35.56684 | 0.7895146 | 0.4898979 |
| 407 | 99 | 2.777778 | 1.8213897 | 1.838384 | 1.0172700 | 1.444444 | 0.6884206 | 1.641414 | 0.6430175 | 4.060606 | 0.8785213 | 4.202020 | 0.8204006 | 4.131313 | 0.7811094 | 4.505051 | 0.6757269 | 4.606061 | 0.6359660 | 4.555556 | 0.5709323 | 3.656566 | 0.9810617 | 3.878788 | 0.9177693 | 3.767677 | 0.8216246 | 4.656566 | 0.5182706 | 4.080808 | 0.9441200 | 4.368687 | 0.6412116 | 82.56566 | 68.01010 | 2.0303030 | 1.656566 | 11.717910 | 32.71382 | 1.4808612 | 0.4772715 |
| 408 | 49 | 3.510204 | 1.9052827 | 2.000000 | 0.8416254 | 1.632653 | 0.7272631 | 1.816326 | 0.5835762 | 3.367347 | 0.8825597 | 3.448980 | 0.9587584 | 3.408163 | 0.7949939 | 3.632653 | 1.0546302 | 3.367347 | 1.1671525 | 3.500000 | 1.0000000 | 3.183673 | 1.3795149 | 3.244898 | 1.3923992 | 3.214286 | 1.1133658 | 3.367347 | 0.6980293 | 3.163265 | 0.9431096 | 3.265306 | 0.6854290 | 66.89796 | 56.93878 | 2.7551020 | 1.612245 | 14.806030 | 33.16713 | 1.0109940 | 0.4922875 |
| 410 | 49 | 2.836735 | 1.6117658 | 1.795918 | 0.9995747 | 1.836735 | 1.0072020 | 1.816326 | 0.7266782 | 2.163265 | 1.1609432 | 2.918367 | 0.9317710 | 2.540816 | 0.8154545 | 2.510204 | 1.0231172 | 2.244898 | 1.0514001 | 2.377551 | 0.7874710 | 2.673469 | 1.0875767 | 2.081633 | 1.0961435 | 2.377551 | 0.8449027 | 1.897959 | 0.9627413 | 2.408163 | 1.1350178 | 2.153061 | 0.8490441 | 67.02041 | 56.46939 | 2.8979592 | 1.673469 | 17.036101 | 26.36214 | 0.5861206 | 0.4738035 |
| 411 | 50 | 2.920000 | 2.3197466 | 2.140000 | 0.6064282 | 1.840000 | 0.9337220 | 1.990000 | 0.5391793 | 2.820000 | 0.8964784 | 3.240000 | 0.9806287 | 3.030000 | 0.8595799 | 2.880000 | 0.8722479 | 2.960000 | 1.1598733 | 2.920000 | 0.9111554 | 2.960000 | 0.8071113 | 2.420000 | 0.9278019 | 2.690000 | 0.7415510 | 2.680000 | 0.9354689 | 2.400000 | 0.8571429 | 2.540000 | 0.7879190 | 58.64000 | 50.78000 | 2.9400000 | 1.620000 | 15.783950 | 37.10839 | 0.8184106 | 0.4903144 |
| 412 | 76 | 2.750000 | 1.6010413 | 1.947368 | 0.6087087 | 2.171053 | 0.7190393 | 2.059210 | 0.4616428 | 2.736842 | 0.5743035 | 3.197368 | 0.5169071 | 2.967105 | 0.4642954 | 2.644737 | 0.7430379 | 2.921053 | 0.8908896 | 2.782895 | 0.7453658 | 2.631579 | 0.6701663 | 2.447368 | 0.9985955 | 2.539474 | 0.7200146 | 2.302632 | 0.6736911 | 2.960526 | 0.7906249 | 2.631579 | 0.5559881 | 50.06579 | 59.28947 | 2.5394737 | 1.631579 | 9.246744 | 34.66634 | 1.0512315 | 0.4855816 |
| 413 | 15 | 3.000000 | 2.0701967 | 1.866667 | 0.9904304 | 1.466667 | 0.6399405 | 1.666667 | 0.6725927 | 2.666667 | 0.7237469 | 2.800000 | 0.6761234 | 2.733333 | 0.6229729 | 2.333333 | 0.4879500 | 2.666667 | 0.4879500 | 2.500000 | 0.3779645 | 2.533333 | 1.1872337 | 2.266667 | 0.4577377 | 2.400000 | 0.6035609 | 2.666667 | 0.4879500 | 2.466667 | 0.5163978 | 2.566667 | 0.3199702 | 62.20000 | 65.33333 | 2.8000000 | 1.666667 | 14.571008 | 39.80249 | 0.6761234 | 0.4879500 |
| 414 | 25 | 3.280000 | 1.8375709 | 2.520000 | 1.4753531 | 1.560000 | 0.8205689 | 2.040000 | 0.6601767 | 2.520000 | 0.8225975 | 2.640000 | 0.7000000 | 2.580000 | 0.6238322 | 2.520000 | 0.9183318 | 2.640000 | 1.0360180 | 2.580000 | 0.9318440 | 2.000000 | 1.0408330 | 2.040000 | 1.0984838 | 2.020000 | 1.0255080 | 2.480000 | 0.7702813 | 2.960000 | 1.0198039 | 2.720000 | 0.7648529 | 53.56000 | 59.36000 | 2.7600000 | 1.600000 | 6.364485 | 33.48492 | 0.6633250 | 0.5000000 |
| 416 | 25 | 4.680000 | 2.4785749 | 1.360000 | 0.8602325 | 1.400000 | 0.5000000 | 1.380000 | 0.5642104 | 3.200000 | 0.5773503 | 3.400000 | 0.7071068 | 3.300000 | 0.5951190 | 3.440000 | 1.0033278 | 3.440000 | 1.2274635 | 3.440000 | 1.0637982 | 2.880000 | 1.1298968 | 2.600000 | 1.1547005 | 2.740000 | 1.0012492 | 3.840000 | 0.8000000 | 3.000000 | 0.7637626 | 3.420000 | 0.6069047 | 61.44000 | 61.24000 | 2.2400000 | 1.600000 | 22.160550 | 48.82049 | 1.3625956 | 0.5000000 |
| 417 | 25 | 4.640000 | 1.0360180 | 1.000000 | 0.0000000 | 1.000000 | 0.0000000 | 1.000000 | 0.0000000 | 3.040000 | 0.2000000 | 3.040000 | 0.2000000 | 3.040000 | 0.2000000 | 3.000000 | 0.0000000 | 3.000000 | 0.0000000 | 3.000000 | 0.0000000 | 3.040000 | 0.2000000 | 3.000000 | 0.0000000 | 3.020000 | 0.1000000 | 3.000000 | 0.0000000 | 3.000000 | 0.0000000 | 3.000000 | 0.0000000 | 67.80000 | 56.32000 | 0.0000000 | 1.600000 | 5.307228 | 27.82942 | 0.0000000 | 0.5000000 |
| 421 | 124 | 3.282258 | 1.1516018 | 2.072581 | 1.0054598 | 1.677419 | 0.7047849 | 1.875000 | 0.5581073 | 3.032258 | 0.7318035 | 3.209677 | 0.7785143 | 3.120968 | 0.7110366 | 3.048387 | 0.7309070 | 2.975807 | 0.8597949 | 3.012097 | 0.7113017 | 2.911290 | 0.9017787 | 2.967742 | 1.0275512 | 2.939516 | 0.8916796 | 3.145161 | 0.6463600 | 3.040323 | 0.7798185 | 3.092742 | 0.6226319 | 49.47581 | 58.12097 | 3.4758065 | 1.637097 | 4.605518 | 31.79753 | 0.8406706 | 0.4827879 |
| 422 | 25 | 3.760000 | 0.8793937 | 2.200000 | 0.5000000 | 2.080000 | 0.4000000 | 2.140000 | 0.2708013 | 2.440000 | 0.5066228 | 2.880000 | 0.6658328 | 2.660000 | 0.5147815 | 2.680000 | 0.6904105 | 3.040000 | 0.6757712 | 2.860000 | 0.6041523 | 2.600000 | 0.6454972 | 2.440000 | 0.5066228 | 2.520000 | 0.4890467 | 3.000000 | 0.5773503 | 2.600000 | 0.5000000 | 2.800000 | 0.4564355 | 82.32000 | 56.24000 | 2.6400000 | 1.600000 | 3.727376 | 37.25395 | 0.4898979 | 0.5000000 |
| 424 | 100 | 3.580000 | 2.4829927 | 1.370000 | 0.5800557 | 1.470000 | 0.7713952 | 1.420000 | 0.5304848 | 2.790000 | 1.1659738 | 3.200000 | 0.9101004 | 2.995000 | 0.9961922 | 3.200000 | 0.7784989 | 3.490000 | 0.7976607 | 3.345000 | 0.7443219 | 2.320000 | 1.1090081 | 2.380000 | 1.0519823 | 2.350000 | 0.7897705 | 2.900000 | 0.9156330 | 1.910000 | 0.8299325 | 2.405000 | 0.6501554 | 79.85000 | 63.38000 | 3.1900000 | 1.650000 | 17.608179 | 45.19850 | 0.7343657 | 0.4793725 |
| 425 | 24 | 3.625000 | 1.6100905 | 1.416667 | 0.5036102 | 2.041667 | 0.9545847 | 1.729167 | 0.6251811 | 2.333333 | 0.5646597 | 2.833333 | 0.6370221 | 2.583333 | 0.5450701 | 3.250000 | 0.6756639 | 3.041667 | 0.7506036 | 3.145833 | 0.5208514 | 2.791667 | 0.8836272 | 2.166667 | 1.0494995 | 2.479167 | 0.6164267 | 3.083333 | 0.7172815 | 2.166667 | 0.9168313 | 2.625000 | 0.6298723 | 61.50000 | 60.91667 | 1.8333333 | 1.625000 | 9.278306 | 28.42827 | 1.6061476 | 0.4945354 |
| 427 | 10 | 3.400000 | 1.7763883 | 2.100000 | 0.8755950 | 2.800000 | 1.1352924 | 2.450000 | 0.7245688 | 2.600000 | 0.9660918 | 3.100000 | 0.7378648 | 2.850000 | 0.7835106 | 3.200000 | 0.9189366 | 3.200000 | 0.7888106 | 3.200000 | 0.7888106 | 2.500000 | 1.0801234 | 3.000000 | 0.9428090 | 2.750000 | 0.9204468 | 3.500000 | 0.8498366 | 2.800000 | 0.9189366 | 3.150000 | 0.6687468 | 41.30000 | 51.10000 | 2.5000000 | 1.500000 | 20.336339 | 38.97991 | 0.8498366 | 0.5270463 |
| 428 | 124 | 3.959677 | 1.9059137 | 1.346774 | 0.6507576 | 1.266129 | 0.5995780 | 1.306452 | 0.4715899 | 3.806452 | 0.7722570 | 3.879032 | 0.7607521 | 3.842742 | 0.7418033 | 3.830645 | 0.8334645 | 3.814516 | 0.8682937 | 3.822581 | 0.8219389 | 3.354839 | 0.8282958 | 2.693548 | 1.0528893 | 3.024193 | 0.7673596 | 3.612903 | 0.8333464 | 3.709677 | 0.8532501 | 3.661290 | 0.7665475 | 74.60484 | 61.15323 | 3.4435484 | 1.629032 | 26.230318 | 40.79077 | 0.8770091 | 0.4850235 |
| 429 | 11 | 4.636364 | 1.2862914 | 4.090909 | 0.7006490 | 3.727273 | 0.9045340 | 3.909091 | 0.5393599 | 4.090909 | 0.8312094 | 3.727273 | 0.7862454 | 3.909091 | 0.4908249 | 4.545454 | 0.5222330 | 3.545454 | 0.9341987 | 4.045454 | 0.5222330 | 4.090909 | 1.0444659 | 4.090909 | 0.8312094 | 4.090909 | 0.6640099 | 4.090909 | 0.9438798 | 4.454546 | 0.6875517 | 4.272727 | 0.5640761 | 82.90909 | 62.27273 | 2.5454545 | 1.545454 | 8.949352 | 41.51407 | 0.6875517 | 0.5222330 |
| 433 | 24 | 3.416667 | 1.0179548 | 2.000000 | 0.7223151 | 1.916667 | 0.8297022 | 1.958333 | 0.6240935 | 2.333333 | 0.9168313 | 2.166667 | 0.9630868 | 2.250000 | 0.7518094 | 2.291667 | 0.6902531 | 2.000000 | 0.8340577 | 2.145833 | 0.5208514 | 2.125000 | 0.6796738 | 2.458333 | 0.8836272 | 2.291667 | 0.6412736 | 2.416667 | 0.5835921 | 2.708333 | 0.8586727 | 2.562500 | 0.6309499 | 55.12500 | 62.45833 | 2.5000000 | 1.583333 | 26.649598 | 45.57839 | 0.6593805 | 0.5036102 |
| 435 | 24 | 3.791667 | 1.8645239 | 1.666667 | 0.8164966 | 1.625000 | 0.9237212 | 1.645833 | 0.6507382 | 4.416667 | 0.6538625 | 4.541667 | 0.7790276 | 4.479167 | 0.6338147 | 4.333333 | 0.8164966 | 4.250000 | 0.8469896 | 4.291667 | 0.7506036 | 4.166667 | 0.8681147 | 3.458333 | 1.2150923 | 3.812500 | 0.7194880 | 3.708333 | 1.1220775 | 3.958333 | 1.0417029 | 3.833333 | 0.8805466 | 77.45833 | 63.87500 | 2.6250000 | 1.583333 | 13.554974 | 43.33220 | 0.9696481 | 0.5036102 |
| 436 | 50 | 2.840000 | 1.8990868 | 1.660000 | 0.8478063 | 1.760000 | 0.6565214 | 1.710000 | 0.5448273 | 3.060000 | 0.7117096 | 3.280000 | 0.7835034 | 3.170000 | 0.6194962 | 3.200000 | 0.6388766 | 3.300000 | 0.6468132 | 3.250000 | 0.5736564 | 2.940000 | 0.7117096 | 3.040000 | 0.8797031 | 2.990000 | 0.6427778 | 3.260000 | 0.5996598 | 2.960000 | 0.7273098 | 3.110000 | 0.4978525 | 80.98000 | 54.42000 | 2.7600000 | 1.620000 | 10.962813 | 37.69918 | 0.6565214 | 0.4903144 |
| 437 | 17 | 3.352941 | 1.7299269 | 1.882353 | 1.1114379 | 2.588235 | 1.1213175 | 2.235294 | 0.7524470 | 3.000000 | 1.2747549 | 2.941177 | 1.1974237 | 2.970588 | 1.1655282 | 3.941177 | 1.0289915 | 3.764706 | 1.5218990 | 3.852941 | 1.1694644 | 2.235294 | 1.2514697 | 3.176471 | 1.5506166 | 2.705882 | 1.0009187 | 2.764706 | 1.4374201 | 2.588235 | 1.2776357 | 2.676471 | 1.0744356 | 57.35294 | 53.17647 | 3.8235294 | 1.588235 | 30.779338 | 36.32533 | 0.7276069 | 0.5072997 |
| 439 | 24 | 3.041667 | 1.0417029 | 3.125000 | 0.4484272 | 2.958333 | 0.3586408 | 3.041667 | 0.2518051 | 3.291667 | 0.5500329 | 3.250000 | 0.4423259 | 3.270833 | 0.3605300 | 3.333333 | 0.5646597 | 3.208333 | 0.5089774 | 3.270833 | 0.4164855 | 3.458333 | 0.5882300 | 3.291667 | 0.5500329 | 3.375000 | 0.4720446 | 3.208333 | 0.5089774 | 3.291667 | 0.5500329 | 3.250000 | 0.2553770 | 59.25000 | 53.70833 | 2.1250000 | 1.666667 | 23.037304 | 29.03443 | 0.8998792 | 0.4815434 |
| 441 | 49 | 3.326531 | 1.8972321 | 1.714286 | 0.6770032 | 1.938775 | 0.8012533 | 1.826531 | 0.6085418 | 3.183673 | 0.8820778 | 3.244898 | 0.9901728 | 3.214286 | 0.8838835 | 3.346939 | 0.9025663 | 3.183673 | 0.8081220 | 3.265306 | 0.7977967 | 2.979592 | 0.8033730 | 3.224490 | 1.2292495 | 3.102041 | 0.7904350 | 3.469388 | 0.7388629 | 2.897959 | 0.9408528 | 3.183673 | 0.7121993 | 82.42857 | 61.63265 | 3.0612245 | 1.632653 | 12.974334 | 32.59262 | 0.7474446 | 0.4870779 |
| 442 | 50 | 3.600000 | 1.9794866 | 1.820000 | 1.1008346 | 2.280000 | 1.0887177 | 2.050000 | 0.8033730 | 2.620000 | 0.9010198 | 2.920000 | 0.9222864 | 2.770000 | 0.7838289 | 3.060000 | 0.8900814 | 3.080000 | 0.8290639 | 3.070000 | 0.7759786 | 2.920000 | 1.0466662 | 2.860000 | 1.0881552 | 2.890000 | 1.0216533 | 2.980000 | 0.8687312 | 2.820000 | 0.9189613 | 2.900000 | 0.8329931 | 71.52000 | 57.96000 | 0.9400000 | 1.620000 | 22.067836 | 31.65694 | 1.5038726 | 0.4903144 |
| 443 | 99 | 3.919192 | 2.2618250 | 1.595960 | 0.6986750 | 1.555556 | 0.6734350 | 1.575758 | 0.4810895 | 2.787879 | 0.6106659 | 3.080808 | 0.6173804 | 2.934343 | 0.5470070 | 2.969697 | 0.5431305 | 3.121212 | 0.7038194 | 3.045454 | 0.5582905 | 2.444444 | 0.8234103 | 2.797980 | 0.6848178 | 2.621212 | 0.6230722 | 2.737374 | 0.5990785 | 2.727273 | 0.6672848 | 2.732323 | 0.5638476 | 51.08081 | 57.40404 | 2.7474747 | 1.636364 | 8.293933 | 25.81169 | 0.8729896 | 0.4834938 |
| 445 | 24 | 1.708333 | 0.4643056 | 2.208333 | 0.8329709 | 1.833333 | 0.7613870 | 2.020833 | 0.6338147 | 2.708333 | 0.8064504 | 3.458333 | 0.8329709 | 3.083333 | 0.7019641 | 3.333333 | 0.8164966 | 3.208333 | 0.8836272 | 3.270833 | 0.7937140 | 2.583333 | 1.0598058 | 2.083333 | 1.1764599 | 2.333333 | 0.9048981 | 3.125000 | 0.9469631 | 3.125000 | 1.1156008 | 3.125000 | 0.9469631 | 56.12500 | 62.12500 | 2.3750000 | 1.625000 | 27.219418 | 40.30893 | 0.5757792 | 0.4945354 |
| 446 | 124 | 3.048387 | 1.5025985 | 1.403226 | 0.4925354 | 1.919355 | 0.3275128 | 1.661290 | 0.2959646 | 3.177419 | 0.6753305 | 3.362903 | 0.5309093 | 3.270161 | 0.5234314 | 3.500000 | 0.5630925 | 3.612903 | 0.5802954 | 3.556452 | 0.4694300 | 2.927419 | 0.6647132 | 2.766129 | 0.7225617 | 2.846774 | 0.4945944 | 3.266129 | 0.5426354 | 3.088710 | 0.7436681 | 3.177419 | 0.4471843 | 61.61290 | 59.84677 | 3.3548387 | 1.629032 | 7.857170 | 33.76630 | 0.4804055 | 0.4850235 |
| 447 | 124 | 3.951613 | 1.8950292 | 2.548387 | 1.4725391 | 2.137097 | 1.3515103 | 2.342742 | 1.1268471 | 3.008065 | 1.1511462 | 3.612903 | 1.2343964 | 3.310484 | 1.0584402 | 4.056452 | 1.2834305 | 4.370968 | 0.9915721 | 4.213710 | 0.9221162 | 2.338710 | 1.1609297 | 3.685484 | 1.4277558 | 3.012097 | 0.9315249 | 3.129032 | 1.3790992 | 3.282258 | 1.4288575 | 3.205645 | 0.9151216 | 66.63710 | 54.70161 | 2.6693548 | 1.653226 | 26.135462 | 33.89510 | 1.0799110 | 0.4778739 |
| 448 | 25 | 3.560000 | 2.4337899 | 1.625000 | 0.8753881 | 2.320000 | 1.0692677 | 1.979167 | 0.7294901 | 2.280000 | 1.0214369 | 2.600000 | 1.0408330 | 2.440000 | 0.9278110 | 3.080000 | 1.1874342 | 3.120000 | 1.0923980 | 3.100000 | 1.0000000 | 2.160000 | 0.8504901 | 2.440000 | 1.0832051 | 2.300000 | 0.7500000 | 2.720000 | 1.3391540 | 1.880000 | 1.2355835 | 2.300000 | 0.9464847 | 63.56000 | 58.48000 | 2.6800000 | 1.600000 | 14.648891 | 38.94025 | 1.3759845 | 0.5000000 |
| 449 | 124 | 3.274193 | 2.0888349 | 1.669355 | 0.6713870 | 1.669355 | 0.6340190 | 1.669355 | 0.4126412 | 2.459677 | 0.8591847 | 3.217742 | 0.8607095 | 2.838710 | 0.8002753 | 3.475807 | 0.6043704 | 3.354839 | 0.7006797 | 3.415323 | 0.5728327 | 3.048387 | 0.8912843 | 2.370968 | 1.1438613 | 2.709677 | 0.7438003 | 3.145161 | 0.6206939 | 2.145161 | 0.7618287 | 2.645161 | 0.5622769 | 90.58065 | 63.04032 | 2.6854839 | 1.637097 | 9.816277 | 46.75423 | 0.6670763 | 0.4827879 |
| 451 | 49 | 3.551020 | 1.9797014 | 1.653061 | 0.8049591 | 1.102041 | 0.3058389 | 1.377551 | 0.4844521 | 2.551020 | 0.7377111 | 3.224490 | 0.6851188 | 2.887755 | 0.6060915 | 2.326531 | 0.7468756 | 2.897959 | 0.8227215 | 2.612245 | 0.6790412 | 1.857143 | 0.7637626 | 1.836735 | 0.8743316 | 1.846939 | 0.6785714 | 2.979592 | 0.6919115 | 2.326531 | 0.6578929 | 2.653061 | 0.5224550 | 64.91837 | 60.57143 | 2.4081633 | 1.612245 | 14.282619 | 39.94006 | 0.5369034 | 0.4922875 |
| 452 | 10 | 3.800000 | 2.2509257 | 1.700000 | 0.8232726 | 1.900000 | 0.8755950 | 1.800000 | 0.5868939 | 2.000000 | 0.8164966 | 2.500000 | 1.0801234 | 2.250000 | 0.8579692 | 2.700000 | 1.2516656 | 2.900000 | 1.5238839 | 2.800000 | 1.3581033 | 2.600000 | 1.5776213 | 2.300000 | 1.2516656 | 2.450000 | 1.3426756 | 2.600000 | 1.5055453 | 2.200000 | 1.1352924 | 2.400000 | 1.1737878 | 48.90000 | 61.60000 | 3.2000000 | 1.600000 | 0.875595 | 46.94962 | 1.3165612 | 0.5163978 |
| 453 | 25 | 3.360000 | 1.8000000 | 2.240000 | 1.1284207 | 2.560000 | 0.9609024 | 2.400000 | 0.5951190 | 1.440000 | 0.7681146 | 2.600000 | 0.7637626 | 2.020000 | 0.5859465 | 3.040000 | 1.0198039 | 3.240000 | 0.9255629 | 3.140000 | 0.7842194 | 2.360000 | 1.0754844 | 2.640000 | 1.0754844 | 2.500000 | 0.9895285 | 3.000000 | 0.7637626 | 2.040000 | 1.2409674 | 2.520000 | 0.8597480 | 47.56000 | 51.24000 | 1.0000000 | 1.600000 | 5.838664 | 24.46303 | 1.5000000 | 0.5000000 |
| 454 | 25 | 2.640000 | 1.2543258 | 1.400000 | 0.7637626 | 1.160000 | 0.4725816 | 1.280000 | 0.4582576 | 2.040000 | 1.0598742 | 2.920000 | 1.1518102 | 2.480000 | 1.0255080 | 1.440000 | 0.7118052 | 2.280000 | 0.9797959 | 1.860000 | 0.6211548 | 1.640000 | 0.9521905 | 1.600000 | 0.8660254 | 1.620000 | 0.6000000 | 2.760000 | 0.6633250 | 2.000000 | 1.1547005 | 2.380000 | 0.7112196 | 60.60000 | 64.24000 | 2.2000000 | 1.640000 | 11.905881 | 47.44144 | 1.6072751 | 0.4898979 |
| 456 | 25 | 2.480000 | 2.2752289 | 2.720000 | 0.9797959 | 2.400000 | 0.8164966 | 2.560000 | 0.8205689 | 2.960000 | 0.7895146 | 2.720000 | 0.8426150 | 2.840000 | 0.6409628 | 2.680000 | 0.6904105 | 3.000000 | 0.9574271 | 2.840000 | 0.6726812 | 3.160000 | 0.8981462 | 2.680000 | 0.9000000 | 2.920000 | 0.7314369 | 2.800000 | 0.9128709 | 2.520000 | 0.7141428 | 2.660000 | 0.5722762 | 54.44000 | 53.40000 | 1.5600000 | 1.640000 | 21.907153 | 31.14081 | 1.4165686 | 0.4898979 |
| 459 | 25 | 3.600000 | 2.2173558 | 1.840000 | 1.0677078 | 2.760000 | 0.8793937 | 2.300000 | 0.7071068 | 2.840000 | 0.8000000 | 3.120000 | 0.8326664 | 2.980000 | 0.7427427 | 3.560000 | 0.8698659 | 3.120000 | 0.7810250 | 3.340000 | 0.7735201 | 2.800000 | 0.8660254 | 3.000000 | 1.1547005 | 2.900000 | 0.8779711 | 2.880000 | 0.9273618 | 2.480000 | 0.5859465 | 2.680000 | 0.6103278 | 64.20000 | 63.84000 | 3.2800000 | 1.640000 | 21.301408 | 45.40987 | 0.6782330 | 0.4898979 |
| 461 | 21 | 1.809524 | 0.4023739 | 1.666667 | 0.6582806 | 2.000000 | 0.7745967 | 1.833333 | 0.6390097 | 2.904762 | 0.7684245 | 3.571429 | 0.9258201 | 3.238095 | 0.7684245 | 2.952381 | 0.9206623 | 3.285714 | 1.1019463 | 3.119048 | 0.9605306 | 2.952381 | 1.1169687 | 3.142857 | 1.0141851 | 3.047619 | 0.9605306 | 2.952381 | 0.9734573 | 2.380952 | 0.8646497 | 2.666667 | 0.7472171 | 72.66667 | 60.76190 | 2.5714286 | 1.666667 | 12.183322 | 32.60353 | 1.4342743 | 0.4830459 |
| 463 | 25 | 2.080000 | 1.0376255 | 2.880000 | 1.0923980 | 2.440000 | 1.0832051 | 2.660000 | 1.0480140 | 2.000000 | 1.0000000 | 2.520000 | 1.0456258 | 2.260000 | 0.9802211 | 2.760000 | 0.9695360 | 2.880000 | 0.9273618 | 2.820000 | 0.9228579 | 1.760000 | 0.9255629 | 2.160000 | 1.1430952 | 1.960000 | 0.7205322 | 2.520000 | 0.5859465 | 2.320000 | 1.1445523 | 2.420000 | 0.6563790 | 59.80000 | 58.52000 | 2.1200000 | 1.640000 | 15.242484 | 33.36555 | 1.3329166 | 0.4898979 |
| 467 | 75 | 3.453333 | 1.7880484 | 1.680000 | 0.7196095 | 1.400000 | 0.5198752 | 1.540000 | 0.5183133 | 2.640000 | 0.6904757 | 2.653333 | 0.7796973 | 2.646667 | 0.7155292 | 2.360000 | 0.4832324 | 2.426667 | 0.5735931 | 2.393333 | 0.4952022 | 2.346667 | 0.9514332 | 2.000000 | 0.6974858 | 2.173333 | 0.6498094 | 2.400000 | 0.5694948 | 2.480000 | 0.6443098 | 2.440000 | 0.4499249 | 55.24000 | 59.17333 | 3.0666667 | 1.653333 | 16.723377 | 26.23716 | 0.5773503 | 0.4791133 |
| 469 | 124 | 4.169355 | 2.3503045 | 1.669355 | 0.7621298 | 2.427419 | 0.8182212 | 2.048387 | 0.4955877 | 2.790323 | 0.6282534 | 3.467742 | 0.6556259 | 3.129032 | 0.5553545 | 2.911290 | 0.4599770 | 3.040323 | 0.5616351 | 2.975807 | 0.4635268 | 2.475807 | 0.7152657 | 2.024193 | 0.8111390 | 2.250000 | 0.5963984 | 2.895161 | 0.4740167 | 2.475807 | 0.6803121 | 2.685484 | 0.4251625 | 60.00000 | 54.42742 | 0.4516129 | 1.629032 | 12.846182 | 24.89986 | 1.0846665 | 0.4850235 |
| 470 | 25 | 3.640000 | 1.1503623 | 1.920000 | 0.8621678 | 1.480000 | 0.6531973 | 1.700000 | 0.6123724 | 2.880000 | 0.8812869 | 3.680000 | 0.4760952 | 3.280000 | 0.5787918 | 3.080000 | 1.0376255 | 3.120000 | 0.6658328 | 3.100000 | 0.7359801 | 2.280000 | 0.8426150 | 2.360000 | 0.9073772 | 2.320000 | 0.7199537 | 2.280000 | 0.6782330 | 3.280000 | 0.7371115 | 2.780000 | 0.5416026 | 61.88000 | 64.84000 | 3.1600000 | 1.680000 | 22.219211 | 33.98245 | 0.7461010 | 0.4760952 |
| 476 | 25 | 3.040000 | 2.2263573 | 1.640000 | 0.8103497 | 1.640000 | 0.7571878 | 1.640000 | 0.4681524 | 2.920000 | 0.7023769 | 3.520000 | 0.7702813 | 3.220000 | 0.6934215 | 3.440000 | 0.8698659 | 3.520000 | 0.7702813 | 3.480000 | 0.7702813 | 2.840000 | 0.8504901 | 2.680000 | 0.9451631 | 2.760000 | 0.8180261 | 3.800000 | 0.6454972 | 2.720000 | 0.9363048 | 3.260000 | 0.7088723 | 51.36000 | 54.84000 | 2.4400000 | 1.640000 | 17.663239 | 38.82405 | 0.7681146 | 0.4898979 |
| 479 | 124 | 2.846774 | 1.5090209 | 1.645161 | 0.7346649 | 1.717742 | 0.8793982 | 1.681452 | 0.6757552 | 3.233871 | 1.1413077 | 3.911290 | 0.8927176 | 3.572581 | 0.9210580 | 4.193548 | 0.7827138 | 3.983871 | 0.8262352 | 4.088710 | 0.7186493 | 2.943548 | 0.8862309 | 3.540323 | 1.1989100 | 3.241935 | 0.8776444 | 3.919355 | 0.9159541 | 3.153226 | 0.9880946 | 3.536290 | 0.7708442 | 60.07258 | 63.26613 | 2.1693548 | 1.637097 | 16.164889 | 45.25216 | 1.3835372 | 0.4827879 |
| 480 | 100 | 3.390000 | 1.6750999 | 2.484849 | 1.0037037 | 2.500000 | 1.0200020 | 2.484849 | 0.5909804 | 2.820000 | 0.9031930 | 3.250000 | 0.8211227 | 3.035000 | 0.7857795 | 2.810000 | 0.6918720 | 2.870000 | 0.7608475 | 2.840000 | 0.6699917 | 2.240000 | 0.7401883 | 2.840000 | 0.8130253 | 2.540000 | 0.5397343 | 3.010000 | 0.8102251 | 2.760000 | 0.7401883 | 2.885000 | 0.5543902 | 51.94000 | 60.60000 | 2.8200000 | 1.600000 | 22.322621 | 39.47458 | 1.2175485 | 0.4923660 |
| 482 | 18 | 2.888889 | 1.0226200 | 2.500000 | 1.6179144 | 1.888889 | 0.9633818 | 2.194444 | 0.7099894 | 4.333333 | 0.4850713 | 4.555556 | 0.7047922 | 4.444444 | 0.4501271 | 3.555556 | 0.7047922 | 3.333333 | 1.0289915 | 3.444444 | 0.7453560 | 4.444444 | 0.6156988 | 3.111111 | 1.7111705 | 3.777778 | 0.8947925 | 4.666667 | 0.4850713 | 3.888889 | 0.9002541 | 4.277778 | 0.5208088 | 96.11111 | 56.05556 | 2.3888889 | 1.555556 | 7.152859 | 46.83949 | 1.0369009 | 0.5113100 |
| 483 | 75 | 2.600000 | 1.8672136 | 1.360000 | 0.6706189 | 1.373333 | 0.6930803 | 1.366667 | 0.5534495 | 2.466667 | 0.7039144 | 2.800000 | 0.7533708 | 2.633333 | 0.5773503 | 3.213333 | 0.6215354 | 2.813333 | 0.7478498 | 3.013333 | 0.5197019 | 2.160000 | 0.8705388 | 2.746667 | 0.8397769 | 2.453333 | 0.7126906 | 2.626667 | 0.7845352 | 2.106667 | 0.6692742 | 2.366667 | 0.5946458 | 49.58667 | 59.54667 | 0.3600000 | 1.653333 | 2.995913 | 35.47107 | 0.9675827 | 0.4791133 |
| 485 | 50 | 3.960000 | 2.2674268 | 2.160000 | 1.2182289 | 1.300000 | 0.4629100 | 1.730000 | 0.6940711 | 3.120000 | 0.3854496 | 3.540000 | 0.5034574 | 3.330000 | 0.3726628 | 3.180000 | 0.6288960 | 3.460000 | 0.5424811 | 3.320000 | 0.5126960 | 2.880000 | 0.7182746 | 2.900000 | 0.8864053 | 2.890000 | 0.7374114 | 3.220000 | 0.5454824 | 2.980000 | 0.5886685 | 3.100000 | 0.4844521 | 61.52000 | 59.84000 | 2.8000000 | 1.600000 | 14.615117 | 47.10447 | 0.6388766 | 0.4948717 |
| 486 | 124 | 3.645161 | 1.9844663 | 1.879032 | 0.9760776 | 2.040323 | 0.7145320 | 1.959677 | 0.5241981 | 2.516129 | 0.8878939 | 2.967742 | 0.8058272 | 2.741935 | 0.7113593 | 3.024193 | 0.7908389 | 3.258065 | 0.7198799 | 3.141129 | 0.6033797 | 2.774193 | 0.9269121 | 2.629032 | 0.9915721 | 2.701613 | 0.7182843 | 2.733871 | 0.8372319 | 3.088710 | 0.7436681 | 2.911290 | 0.5374147 | 60.07258 | 57.09677 | 2.6935484 | 1.637097 | 24.209846 | 22.94901 | 0.7669750 | 0.4827879 |
| 487 | 14 | 3.714286 | 2.3014568 | 1.642857 | 1.2774459 | 1.214286 | 0.5789342 | 1.428571 | 0.6462062 | 2.428571 | 0.8516306 | 2.714286 | 0.7262730 | 2.571429 | 0.6462062 | 2.714286 | 0.8254203 | 3.142857 | 0.8644378 | 2.928571 | 0.6753103 | 2.785714 | 1.0509023 | 2.500000 | 0.9405399 | 2.642857 | 0.9078413 | 2.928571 | 0.2672612 | 2.571429 | 0.8516306 | 2.750000 | 0.4274252 | 50.71429 | 56.92857 | 0.0000000 | 1.714286 | 1.589803 | 29.27972 | 0.0000000 | 0.4688072 |
| 489 | 100 | 2.900000 | 1.8062741 | 2.460000 | 1.1048104 | 2.040000 | 0.8636310 | 2.250000 | 0.7017295 | 2.230000 | 0.8510837 | 2.990000 | 0.8102251 | 2.610000 | 0.7473184 | 2.290000 | 1.0473150 | 2.560000 | 0.9354953 | 2.425000 | 0.8999860 | 1.840000 | 0.8005049 | 2.040000 | 1.1274356 | 1.940000 | 0.7326443 | 2.540000 | 0.9890307 | 2.040000 | 0.9735907 | 2.290000 | 0.6558979 | 63.66000 | 63.53000 | 0.1300000 | 1.630000 | 10.497927 | 40.03041 | 0.7474536 | 0.4852366 |
| 490 | 124 | 3.532258 | 1.7689071 | 1.233871 | 0.4616843 | 1.596774 | 0.6857357 | 1.415323 | 0.4585315 | 2.790323 | 0.7573402 | 2.766129 | 0.6515631 | 2.778226 | 0.5677742 | 3.072581 | 0.7004457 | 3.096774 | 0.8106943 | 3.084677 | 0.6039227 | 2.758065 | 0.7475811 | 2.548387 | 0.7688534 | 2.653226 | 0.5027462 | 2.733871 | 0.6879789 | 2.766129 | 0.8274643 | 2.750000 | 0.6165073 | 62.59677 | 59.79032 | 2.6693548 | 1.637097 | 12.924370 | 29.80650 | 0.6951841 | 0.4827879 |
| 492 | 25 | 3.400000 | 1.3844373 | 1.960000 | 0.7895146 | 1.760000 | 0.8306624 | 1.860000 | 0.5866572 | 3.160000 | 0.8000000 | 3.400000 | 0.7637626 | 3.280000 | 0.6626965 | 3.440000 | 0.9609024 | 3.240000 | 1.0115994 | 3.340000 | 0.8504901 | 2.720000 | 0.8426150 | 3.240000 | 0.9695360 | 2.980000 | 0.6843488 | 3.200000 | 0.9574271 | 3.000000 | 0.9574271 | 3.100000 | 0.8416254 | 62.84000 | 61.24000 | 2.6000000 | 1.640000 | 18.709801 | 33.94147 | 0.6454972 | 0.4898979 |
| 494 | 25 | 3.360000 | 1.8230012 | 2.200000 | 0.9574271 | 2.080000 | 0.9092121 | 2.140000 | 0.8231039 | 2.840000 | 0.6244998 | 3.200000 | 0.7071068 | 3.020000 | 0.5099020 | 3.160000 | 0.8504901 | 3.520000 | 1.0456258 | 3.340000 | 0.8504901 | 2.800000 | 0.9574271 | 3.000000 | 0.7637626 | 2.900000 | 0.7905694 | 3.280000 | 0.7371115 | 2.760000 | 0.7788881 | 3.020000 | 0.6204837 | 62.44000 | 53.36000 | 0.9200000 | 1.640000 | 14.341316 | 34.94147 | 1.4118546 | 0.4898979 |
| 495 | 22 | 3.363636 | 2.2582221 | 1.727273 | 1.0771133 | 2.454546 | 1.4384937 | 2.090909 | 1.0980108 | 2.363636 | 1.1769798 | 2.500000 | 1.2630274 | 2.431818 | 1.1881904 | 2.954546 | 0.8438727 | 2.863636 | 0.9902118 | 2.909091 | 0.8540710 | 2.318182 | 1.2105238 | 2.727273 | 0.9847319 | 2.522727 | 0.7939844 | 2.818182 | 1.0064726 | 2.545454 | 1.1843131 | 2.681818 | 0.9454837 | 57.63636 | 55.81818 | 2.6363636 | 1.681818 | 15.280069 | 31.43495 | 1.0486025 | 0.4767313 |
| 496 | 25 | 3.360000 | 2.0591260 | 1.520000 | 0.7141428 | 1.520000 | 0.8717798 | 1.520000 | 0.6034622 | 2.520000 | 0.8225975 | 2.720000 | 0.5416026 | 2.620000 | 0.6337718 | 2.280000 | 1.0214369 | 1.920000 | 0.9539392 | 2.100000 | 0.6922187 | 1.960000 | 0.9780934 | 1.920000 | 0.9539392 | 1.940000 | 0.9500000 | 2.640000 | 0.6377042 | 2.120000 | 0.6658328 | 2.380000 | 0.5642104 | 61.40000 | 61.40000 | 3.7600000 | 1.640000 | 15.819292 | 48.00347 | 0.7788881 | 0.4898979 |
| 497 | 50 | 3.540000 | 2.4007652 | 1.800000 | 0.7559289 | 1.980000 | 0.9145089 | 1.890000 | 0.7304597 | 2.780000 | 0.7082603 | 3.280000 | 0.7010197 | 3.030000 | 0.6421425 | 3.040000 | 0.7548483 | 3.160000 | 0.9116032 | 3.100000 | 0.7354022 | 2.280000 | 0.8339725 | 2.500000 | 0.8864053 | 2.390000 | 0.6490967 | 2.660000 | 0.9171829 | 2.920000 | 0.8533248 | 2.790000 | 0.7149283 | 67.76000 | 65.90000 | 2.5400000 | 1.660000 | 17.424543 | 45.98857 | 1.3125765 | 0.4785181 |
| 501 | 25 | 3.680000 | 1.4059398 | 1.440000 | 0.7681146 | 1.360000 | 0.5686241 | 1.400000 | 0.4564355 | 3.520000 | 0.7141428 | 3.720000 | 0.5416026 | 3.620000 | 0.4153312 | 3.720000 | 0.4582576 | 3.880000 | 0.7257180 | 3.800000 | 0.4082483 | 3.640000 | 0.8602325 | 3.480000 | 1.1590226 | 3.560000 | 0.9278110 | 3.200000 | 0.8164966 | 2.720000 | 0.7371115 | 2.960000 | 0.6278269 | 63.28000 | 62.72000 | 2.2800000 | 1.640000 | 15.344706 | 46.78721 | 0.6782330 | 0.4898979 |
| 502 | 69 | 2.768116 | 1.3519586 | 2.043478 | 0.8302158 | 1.608696 | 0.5743895 | 1.826087 | 0.5804796 | 2.797101 | 0.4051038 | 3.217391 | 0.5908510 | 3.007246 | 0.4329512 | 2.927536 | 0.6927957 | 2.753623 | 0.6946391 | 2.840580 | 0.6329945 | 2.753623 | 0.7747067 | 2.637681 | 0.6410243 | 2.695652 | 0.6196381 | 3.246377 | 0.5791931 | 2.811594 | 0.5497422 | 3.028986 | 0.4608501 | 70.17391 | 65.39130 | 3.3333333 | 1.637681 | 10.812515 | 42.34460 | 0.7982825 | 0.4841917 |
| 504 | 25 | 4.160000 | 2.8965497 | 2.320000 | 1.6000000 | 3.040000 | 1.7435596 | 2.680000 | 1.2980755 | 2.160000 | 0.9433981 | 2.680000 | 1.4352700 | 2.420000 | 1.1056672 | 3.080000 | 1.3515423 | 3.560000 | 1.5297059 | 3.320000 | 1.1979149 | 1.520000 | 1.0456258 | 2.600000 | 1.5000000 | 2.060000 | 0.9389711 | 2.680000 | 1.0692677 | 1.800000 | 1.1902381 | 2.240000 | 0.9255629 | 38.80000 | 48.48000 | 0.0800000 | 1.600000 | 19.555477 | 30.57384 | 0.4000000 | 0.5000000 |
| 505 | 25 | 4.560000 | 1.9595918 | 1.640000 | 0.8103497 | 2.680000 | 1.0692677 | 2.160000 | 0.6244998 | 2.600000 | 0.8164966 | 2.680000 | 0.8524475 | 2.640000 | 0.7291548 | 2.640000 | 0.6377042 | 3.000000 | 0.7071068 | 2.820000 | 0.5377422 | 2.360000 | 0.8103497 | 3.000000 | 0.8164966 | 2.680000 | 0.6271629 | 2.720000 | 0.7916228 | 2.240000 | 0.5972158 | 2.480000 | 0.5099020 | 64.36000 | 61.76000 | 2.6800000 | 1.640000 | 19.274076 | 40.22984 | 0.6904105 | 0.4898979 |
| 507 | 50 | 1.640000 | 0.9205145 | 1.612245 | 0.9961661 | 1.440000 | 0.8843307 | 1.530612 | 0.7174039 | 2.060000 | 1.1322724 | 2.260000 | 1.0460811 | 2.160000 | 1.0372648 | 2.320000 | 1.1856282 | 2.200000 | 1.1952286 | 2.260000 | 1.1439281 | 2.120000 | 1.0999072 | 2.240000 | 1.3334014 | 2.180000 | 1.1237692 | 2.240000 | 1.0606121 | 1.880000 | 1.0621503 | 2.060000 | 0.9930370 | 47.64000 | 61.28000 | 2.2600000 | 1.680000 | 14.873288 | 33.01517 | 0.9216223 | 0.4712121 |
| 509 | 25 | 1.600000 | 0.8660254 | 1.920000 | 0.9539392 | 1.280000 | 0.5416026 | 1.600000 | 0.5204165 | 2.440000 | 0.8205689 | 3.040000 | 0.8888194 | 2.740000 | 0.7516648 | 2.720000 | 0.7916228 | 2.840000 | 0.7461010 | 2.780000 | 0.6782330 | 2.280000 | 1.0214369 | 2.400000 | 1.0801234 | 2.340000 | 0.9543759 | 2.680000 | 0.7483315 | 2.560000 | 0.6506407 | 2.620000 | 0.6000000 | 50.96000 | 61.76000 | 2.7200000 | 1.640000 | 1.059874 | 46.47157 | 0.6137318 | 0.4898979 |
| 510 | 25 | 2.400000 | 1.8257419 | 2.360000 | 1.1860298 | 1.280000 | 0.5416026 | 1.820000 | 0.7756718 | 4.120000 | 0.9712535 | 4.480000 | 0.7702813 | 4.300000 | 0.8164966 | 3.680000 | 0.9000000 | 3.920000 | 1.0376255 | 3.800000 | 0.8416254 | 3.640000 | 1.3190906 | 3.000000 | 1.1180340 | 3.320000 | 0.9987492 | 3.880000 | 1.0535654 | 3.800000 | 0.9574271 | 3.840000 | 0.9543759 | 60.64000 | 57.16000 | 1.6000000 | 1.600000 | 25.373674 | 30.78376 | 1.2247449 | 0.5000000 |
| 511 | 49 | 3.551020 | 2.2273043 | 2.285714 | 1.0206207 | 2.326531 | 0.7184403 | 2.306122 | 0.6678349 | 2.469388 | 0.8684767 | 2.755102 | 0.8299250 | 2.612245 | 0.7307623 | 2.551020 | 0.7089083 | 3.061224 | 0.9444611 | 2.806122 | 0.7346791 | 2.102041 | 1.1225881 | 2.530612 | 1.0626626 | 2.316327 | 0.9281134 | 2.755102 | 0.8299250 | 2.204082 | 0.9124051 | 2.479592 | 0.5586366 | 73.59184 | 64.04082 | 2.7142857 | 1.632653 | 12.858069 | 32.43131 | 0.7905694 | 0.4870779 |
| 512 | 25 | 4.360000 | 1.7048949 | 1.840000 | 1.2138094 | 1.520000 | 0.7702813 | 1.680000 | 0.7483315 | 2.760000 | 0.9695360 | 3.560000 | 0.9165151 | 3.160000 | 0.8000000 | 3.480000 | 0.7141428 | 3.480000 | 0.9183318 | 3.480000 | 0.5099020 | 3.000000 | 1.0801234 | 2.400000 | 1.0801234 | 2.700000 | 0.9464847 | 3.280000 | 0.8426150 | 3.280000 | 0.7916228 | 3.280000 | 0.7371115 | 60.76000 | 63.52000 | 2.8400000 | 1.680000 | 15.119744 | 48.60566 | 0.7461010 | 0.4760952 |
| 513 | 33 | 2.909091 | 1.6271838 | 1.515151 | 0.8337120 | 2.212121 | 1.1390121 | 1.863636 | 0.7932600 | 2.727273 | 0.7612788 | 3.575758 | 0.6139169 | 3.151515 | 0.5793969 | 3.090909 | 0.8427498 | 3.333333 | 0.9574271 | 3.212121 | 0.7809280 | 2.878788 | 1.1112374 | 2.030303 | 1.2370542 | 2.454546 | 0.9467348 | 2.545454 | 1.1205721 | 2.939394 | 0.9333874 | 2.742424 | 0.8489075 | 49.54545 | 64.09091 | 2.8787879 | 1.666667 | 32.672705 | 35.85070 | 1.5960415 | 0.4787136 |
| 516 | 25 | 3.360000 | 1.7530925 | 2.000000 | 1.0000000 | 2.120000 | 1.0535654 | 2.060000 | 0.8817596 | 2.040000 | 0.9345231 | 3.200000 | 1.3540064 | 2.620000 | 0.9819199 | 3.600000 | 0.8660254 | 3.560000 | 0.9165151 | 3.580000 | 0.7729812 | 2.720000 | 1.0214369 | 2.360000 | 1.0754844 | 2.540000 | 0.9780934 | 2.200000 | 1.0801234 | 2.040000 | 0.9345231 | 2.120000 | 0.7399324 | 64.64000 | 62.04000 | 0.2400000 | 1.640000 | 13.576573 | 45.03191 | 0.8306624 | 0.4898979 |
| 518 | 25 | 3.360000 | 1.7048949 | 2.080000 | 1.1150486 | 1.920000 | 1.0770330 | 2.000000 | 0.8539126 | 2.880000 | 0.9712535 | 3.000000 | 1.1547005 | 2.940000 | 1.0136567 | 3.720000 | 1.0614456 | 3.160000 | 0.6244998 | 3.440000 | 0.7118052 | 2.760000 | 1.2342339 | 3.200000 | 0.7071068 | 2.980000 | 0.7141428 | 3.240000 | 0.5972158 | 2.560000 | 1.1210114 | 2.900000 | 0.6291529 | 66.52000 | 52.88000 | 2.5200000 | 1.640000 | 24.284975 | 37.43363 | 0.7702813 | 0.4898979 |
| 520 | 25 | 2.920000 | 1.9347696 | 1.920000 | 0.7593857 | 2.280000 | 0.9363048 | 2.100000 | 0.7071068 | 3.600000 | 0.7071068 | 3.480000 | 0.7702813 | 3.540000 | 0.5759051 | 3.840000 | 0.6879922 | 3.640000 | 0.9073772 | 3.740000 | 0.6940221 | 3.360000 | 1.1135529 | 2.720000 | 0.9797959 | 3.040000 | 0.9233093 | 3.080000 | 1.0770330 | 3.400000 | 0.7071068 | 3.240000 | 0.7788881 | 43.04000 | 56.44000 | 3.0000000 | 1.640000 | 24.130686 | 30.11517 | 0.0000000 | 0.4898979 |
| 521 | 25 | 2.880000 | 2.1855587 | 1.040000 | 0.2000000 | 1.200000 | 0.5000000 | 1.120000 | 0.3316625 | 2.560000 | 0.8205689 | 2.840000 | 0.6879922 | 2.700000 | 0.5204165 | 2.920000 | 0.8124038 | 2.560000 | 0.7118052 | 2.740000 | 0.6633250 | 2.320000 | 0.6904105 | 1.760000 | 0.9255629 | 2.040000 | 0.6910137 | 3.000000 | 0.8164966 | 2.080000 | 0.8621678 | 2.540000 | 0.6910137 | 58.08000 | 59.12000 | 2.5200000 | 1.640000 | 8.361220 | 29.94901 | 0.7141428 | 0.4898979 |
| 522 | 49 | 3.408163 | 1.0391978 | 2.204082 | 0.5766134 | 2.122449 | 0.4844521 | 2.163265 | 0.3289465 | 2.020408 | 0.4782693 | 2.387755 | 0.4922875 | 2.204082 | 0.3668328 | 2.061224 | 0.3167651 | 2.163265 | 0.3734378 | 2.112245 | 0.2934228 | 1.979592 | 0.4782693 | 2.040816 | 0.4982964 | 2.010204 | 0.4388645 | 2.224490 | 0.4215698 | 2.102041 | 0.3677011 | 2.163265 | 0.3127125 | 51.00000 | 52.69388 | 0.0000000 | 1.653061 | 9.931012 | 13.77680 | 0.0000000 | 0.4809288 |
| 524 | 14 | 2.785714 | 1.1217138 | 2.071429 | 0.6157279 | 1.857143 | 0.8644378 | 1.964286 | 0.5705694 | 2.571429 | 1.1578684 | 2.928571 | 1.1411388 | 2.750000 | 1.0515556 | 2.642857 | 0.6333237 | 2.928571 | 0.8287419 | 2.785714 | 0.5789342 | 2.642857 | 1.2774459 | 2.714286 | 0.8254203 | 2.678571 | 0.9528730 | 3.357143 | 0.9287827 | 3.000000 | 0.7844645 | 3.178571 | 0.7234305 | 68.42857 | 57.14286 | 2.4285714 | 1.571429 | 24.449994 | 51.35526 | 1.0894096 | 0.5135526 |
| 525 | 33 | 3.484849 | 1.9384467 | 1.727273 | 0.8012774 | 1.939394 | 0.8992842 | 1.833333 | 0.4448783 | 2.636364 | 0.8222751 | 2.757576 | 0.7084447 | 2.696970 | 0.7174106 | 2.939394 | 0.7044233 | 2.969697 | 0.7699370 | 2.954546 | 0.6657190 | 2.757576 | 0.9692234 | 2.454546 | 0.8325754 | 2.606061 | 0.5695060 | 2.484849 | 0.5657524 | 2.969697 | 0.9180430 | 2.727273 | 0.5167644 | 66.00000 | 59.87879 | 2.7878788 | 1.666667 | 12.750000 | 34.54866 | 0.9923953 | 0.4787136 |
| 530 | 25 | 2.720000 | 1.7445152 | 1.520000 | 0.8225975 | 1.680000 | 0.9882645 | 1.600000 | 0.7772816 | 2.520000 | 1.2288206 | 2.920000 | 1.1874342 | 2.720000 | 1.1094293 | 3.760000 | 0.8306624 | 3.920000 | 1.0770330 | 3.840000 | 0.8746428 | 2.600000 | 1.2909944 | 3.280000 | 1.3076697 | 2.940000 | 0.9716824 | 3.840000 | 1.0279429 | 2.400000 | 1.1547005 | 3.120000 | 0.9160604 | 55.84000 | 64.00000 | 0.0000000 | 1.680000 | 15.842138 | 34.83293 | 0.0000000 | 0.4760952 |
| 531 | 25 | 2.640000 | 1.6299284 | 1.680000 | 1.0295630 | 1.640000 | 1.0360180 | 1.660000 | 0.6244998 | 2.240000 | 0.7234178 | 2.600000 | 0.8660254 | 2.420000 | 0.6873864 | 2.840000 | 0.9865766 | 2.960000 | 0.9345231 | 2.900000 | 0.7637626 | 2.240000 | 1.0908712 | 2.760000 | 1.0115994 | 2.500000 | 0.9354143 | 3.320000 | 1.0692677 | 3.000000 | 0.9128709 | 3.160000 | 0.7461010 | 50.92000 | 59.92000 | 0.0000000 | 1.680000 | 5.369047 | 22.19031 | 0.0000000 | 0.4760952 |
| 535 | 25 | 3.840000 | 1.3441230 | 1.120000 | 0.3316625 | 1.360000 | 0.4898979 | 1.240000 | 0.2929733 | 2.920000 | 0.8124038 | 3.000000 | 0.7637626 | 2.960000 | 0.7205322 | 2.960000 | 0.6757712 | 2.680000 | 0.7483315 | 2.820000 | 0.6595453 | 2.680000 | 0.9000000 | 2.880000 | 0.8326664 | 2.780000 | 0.8046738 | 3.080000 | 0.9966611 | 2.800000 | 0.8660254 | 2.940000 | 0.8817596 | 57.56000 | 54.56000 | 3.3600000 | 1.680000 | 17.930607 | 24.19036 | 0.9521905 | 0.4760952 |
| 537 | 45 | 4.088889 | 1.4588635 | 1.733333 | 0.8893307 | 1.022222 | 0.1490712 | 1.377778 | 0.4542171 | 2.511111 | 0.7268307 | 2.888889 | 0.6816498 | 2.700000 | 0.6160726 | 2.533333 | 0.7261355 | 2.777778 | 0.5595814 | 2.655556 | 0.5918214 | 2.355556 | 0.7433204 | 2.377778 | 0.7473860 | 2.366667 | 0.6431457 | 2.733333 | 0.6875517 | 2.511111 | 0.5886125 | 2.622222 | 0.5346574 | 62.71111 | 66.20000 | 2.9555556 | 1.711111 | 13.339317 | 32.95286 | 0.9034166 | 0.4583678 |
| 538 | 25 | 2.200000 | 1.3228757 | 2.200000 | 1.0408330 | 1.880000 | 0.8812869 | 2.040000 | 0.8406347 | 2.440000 | 0.7681146 | 2.600000 | 0.8660254 | 2.520000 | 0.7427427 | 2.200000 | 1.2247449 | 3.000000 | 1.3540064 | 2.600000 | 1.1814539 | 2.280000 | 1.2423097 | 1.960000 | 1.0198039 | 2.120000 | 1.0436315 | 3.960000 | 1.0984838 | 2.240000 | 0.9255629 | 3.100000 | 0.7216878 | 40.68000 | 64.04000 | 2.4800000 | 1.640000 | 23.700774 | 29.00787 | 0.9183318 | 0.4898979 |
| 539 | 124 | 3.629032 | 1.8847602 | 1.774193 | 0.8442894 | 2.556452 | 0.9309705 | 2.165323 | 0.6976202 | 2.129032 | 0.8739011 | 2.838710 | 0.7368037 | 2.483871 | 0.7211539 | 2.516129 | 0.8113411 | 2.741935 | 0.8822640 | 2.629032 | 0.7265884 | 2.564516 | 1.0378365 | 2.306452 | 0.9809355 | 2.435484 | 0.8717978 | 2.822581 | 0.7440647 | 2.411290 | 0.9371475 | 2.616935 | 0.7383482 | 58.15323 | 53.69355 | 2.9758065 | 1.669355 | 18.462902 | 27.65501 | 0.9323779 | 0.4723540 |
| 540 | 25 | 2.240000 | 1.2342339 | 1.600000 | 0.8164966 | 2.080000 | 0.8621678 | 1.840000 | 0.7320064 | 3.560000 | 0.7681146 | 3.840000 | 0.7461010 | 3.700000 | 0.6770032 | 3.840000 | 0.7461010 | 3.360000 | 0.8602325 | 3.600000 | 0.6614378 | 3.200000 | 1.1180340 | 2.880000 | 1.0132456 | 3.040000 | 0.6910137 | 3.120000 | 1.0132456 | 2.600000 | 0.8164966 | 2.860000 | 0.6377042 | 83.04000 | 67.20000 | 3.1200000 | 1.720000 | 22.844547 | 39.12267 | 0.9273618 | 0.4582576 |
| 541 | 25 | 4.040000 | 1.9035055 | 2.040000 | 1.0198039 | 2.120000 | 1.0132456 | 2.080000 | 0.6720615 | 2.800000 | 1.0408330 | 3.440000 | 0.9609024 | 3.120000 | 0.9495613 | 2.280000 | 0.8426150 | 3.040000 | 0.6110101 | 2.660000 | 0.6075909 | 2.440000 | 1.0440307 | 2.640000 | 0.9949874 | 2.540000 | 0.8154753 | 3.200000 | 0.5773503 | 3.240000 | 0.8306624 | 3.220000 | 0.5787918 | 58.84000 | 59.52000 | 2.6400000 | 1.600000 | 14.305244 | 33.64907 | 0.7000000 | 0.5000000 |
| 543 | 50 | 2.800000 | 1.1952286 | 2.020000 | 1.0200040 | 2.100000 | 1.0151907 | 2.060000 | 0.7466934 | 2.680000 | 0.7677159 | 3.460000 | 0.8854838 | 3.070000 | 0.7354715 | 3.260000 | 0.8283251 | 4.000000 | 0.8081220 | 3.630000 | 0.7057345 | 3.160000 | 1.2674899 | 3.260000 | 0.9648940 | 3.210000 | 1.0156430 | 3.340000 | 1.0421720 | 3.280000 | 0.8091316 | 3.310000 | 0.8261665 | 66.72000 | 59.20000 | 2.4800000 | 1.620000 | 19.004876 | 35.91771 | 0.7068181 | 0.4903144 |
| 544 | 197 | 3.187817 | 1.8979726 | 1.355330 | 0.5764374 | 1.142132 | 0.3781015 | 1.248731 | 0.3373984 | 2.208122 | 0.5645434 | 2.365482 | 0.6534261 | 2.286802 | 0.5557936 | 2.218274 | 0.6292781 | 2.375634 | 0.6476135 | 2.296954 | 0.5797526 | 2.152284 | 0.7806051 | 1.730965 | 0.7516686 | 1.941624 | 0.6189140 | 2.598985 | 0.5772905 | 2.020305 | 0.7623767 | 2.309645 | 0.5651967 | 47.79188 | 68.75127 | 3.5177665 | 1.680203 | 13.105628 | 45.32709 | 0.5306322 | 0.4675860 |
| 546 | 25 | 2.960000 | 2.2263573 | 2.400000 | 0.9128709 | 1.040000 | 0.2000000 | 1.720000 | 0.4804512 | 2.960000 | 0.4546061 | 3.000000 | 0.2886751 | 2.980000 | 0.3055050 | 2.960000 | 0.3511885 | 3.040000 | 0.3511885 | 3.000000 | 0.3227486 | 2.960000 | 0.3511885 | 3.000000 | 0.0000000 | 2.980000 | 0.1755942 | 2.920000 | 0.4000000 | 3.080000 | 0.2768875 | 3.000000 | 0.2500000 | 49.76000 | 66.04000 | 0.6800000 | 1.680000 | 1.090871 | 44.98655 | 1.2819256 | 0.4760952 |
| 547 | 124 | 2.612903 | 1.9783777 | 2.629032 | 0.7805329 | 2.032258 | 0.7853898 | 2.330645 | 0.5480457 | 3.145161 | 0.7291107 | 3.274193 | 0.7895528 | 3.209677 | 0.7102524 | 2.733871 | 0.7337272 | 3.193548 | 0.8032193 | 2.963710 | 0.6960206 | 2.806452 | 0.8804786 | 2.612903 | 0.8430459 | 2.709677 | 0.7732751 | 2.645161 | 0.8759993 | 3.088710 | 0.8649648 | 2.866935 | 0.7837498 | 49.34677 | 61.83871 | 3.6209677 | 1.669355 | 14.877300 | 40.22384 | 0.7607521 | 0.4723540 |
| 549 | 24 | 2.166667 | 0.9630868 | 2.375000 | 1.2790112 | 1.541667 | 0.8836272 | 1.958333 | 0.6743220 | 2.208333 | 0.7790276 | 2.791667 | 0.9315329 | 2.500000 | 0.6915641 | 3.125000 | 0.7974143 | 3.083333 | 1.2128539 | 3.104167 | 0.9086441 | 1.958333 | 1.1220775 | 2.333333 | 0.9630868 | 2.145833 | 0.8905197 | 2.666667 | 0.6370221 | 2.083333 | 1.3160107 | 2.375000 | 0.8628819 | 69.00000 | 61.50000 | 1.2500000 | 1.666667 | 9.112819 | 27.78489 | 1.8474424 | 0.4815434 |
| 550 | 13 | 2.461539 | 1.5607362 | 2.230769 | 0.9268087 | 2.153846 | 1.2810252 | 2.192308 | 0.9473309 | 2.076923 | 1.3204506 | 2.615385 | 1.1929279 | 2.346154 | 1.1969513 | 1.923077 | 0.9540736 | 1.769231 | 0.9268087 | 1.846154 | 0.8987170 | 2.000000 | 1.1547005 | 2.000000 | 0.9128709 | 2.000000 | 0.9128709 | 1.692308 | 0.7510676 | 1.538461 | 0.8770580 | 1.615385 | 0.6817210 | 45.00000 | 53.76923 | 3.2307692 | 1.538461 | 34.899857 | 38.89977 | 1.1657506 | 0.5188745 |
| 552 | 25 | 2.880000 | 1.1661904 | 2.280000 | 0.8906926 | 2.120000 | 0.8326664 | 2.200000 | 0.8036376 | 2.360000 | 0.9521905 | 2.920000 | 0.9539392 | 2.640000 | 0.7000000 | 3.360000 | 0.9073772 | 3.520000 | 0.7702813 | 3.440000 | 0.6664583 | 2.440000 | 1.0033278 | 3.320000 | 0.7483315 | 2.880000 | 0.6812978 | 3.440000 | 0.5830952 | 2.800000 | 0.8164966 | 3.120000 | 0.6337718 | 64.68000 | 55.72000 | 1.5600000 | 1.640000 | 15.765786 | 36.91829 | 0.8698659 | 0.4898979 |
| 553 | 16 | 3.687500 | 2.4143667 | 2.375000 | 1.4548769 | 2.375000 | 1.0878113 | 2.375000 | 0.9916317 | 2.875000 | 0.9574271 | 3.375000 | 1.2583057 | 3.125000 | 0.9398581 | 3.375000 | 1.4548769 | 3.500000 | 1.3662601 | 3.437500 | 1.3149778 | 2.562500 | 1.5478480 | 2.687500 | 1.2500000 | 2.625000 | 1.1761519 | 3.812500 | 1.4244882 | 2.937500 | 1.3400871 | 3.375000 | 1.1328430 | 70.62500 | 59.87500 | 3.1250000 | 1.625000 | 17.742134 | 43.64993 | 0.9574271 | 0.5000000 |
| 554 | 25 | 3.400000 | 1.6583124 | 2.000000 | 1.1902381 | 2.200000 | 1.1547005 | 2.100000 | 0.9464847 | 2.560000 | 0.9165151 | 3.600000 | 1.2909944 | 3.080000 | 0.9966611 | 3.000000 | 0.9128709 | 3.120000 | 0.9273618 | 3.060000 | 0.6506407 | 2.880000 | 1.2013881 | 2.840000 | 1.2806248 | 2.860000 | 1.0360180 | 3.360000 | 1.1503623 | 2.640000 | 0.9521905 | 3.000000 | 0.8897565 | 73.68000 | 61.24000 | 2.2400000 | 1.640000 | 24.256820 | 40.26814 | 1.7625739 | 0.4898979 |
| 555 | 124 | 1.879032 | 1.1304560 | 1.983871 | 0.9875968 | 2.298387 | 0.9193479 | 2.141129 | 0.3907491 | 1.967742 | 0.7853898 | 2.112903 | 0.6772695 | 2.040323 | 0.6394763 | 2.024193 | 0.4501799 | 2.112903 | 0.6772695 | 2.068548 | 0.4523411 | 2.112903 | 0.6891691 | 2.153226 | 1.0747989 | 2.133065 | 0.7627210 | 2.153226 | 0.7440207 | 2.096774 | 0.8305092 | 2.125000 | 0.5653440 | 53.31452 | 58.81452 | 3.0725806 | 1.661290 | 25.468733 | 24.81259 | 0.7344417 | 0.4751910 |
| 558 | 25 | 2.960000 | 1.2741010 | 1.560000 | 0.8205689 | 1.560000 | 0.5830952 | 1.560000 | 0.5461990 | 3.120000 | 0.6658328 | 3.200000 | 0.5773503 | 3.160000 | 0.6075909 | 3.400000 | 0.7071068 | 3.400000 | 0.6454972 | 3.400000 | 0.5951190 | 3.040000 | 0.8406347 | 3.400000 | 0.7637626 | 3.220000 | 0.6782330 | 3.440000 | 0.5830952 | 3.440000 | 0.8205689 | 3.440000 | 0.5830952 | 75.36000 | 63.80000 | 2.7600000 | 1.640000 | 6.632496 | 48.84329 | 0.4358899 | 0.4898979 |
| 563 | 74 | 2.513514 | 1.4357781 | 1.689189 | 1.1458762 | 1.810811 | 0.9315722 | 1.750000 | 0.8034600 | 2.297297 | 0.8716184 | 2.905405 | 1.1246786 | 2.601351 | 0.8835627 | 3.270270 | 1.0764897 | 3.472973 | 1.0098552 | 3.371622 | 0.9933367 | 2.662162 | 0.9969409 | 3.094595 | 1.1246786 | 2.878378 | 1.0061823 | 3.270270 | 1.0243247 | 2.810811 | 1.0293724 | 3.040541 | 0.9499703 | 76.82432 | 63.67568 | 2.5945946 | 1.648649 | 23.167264 | 38.77300 | 0.7924112 | 0.4806512 |
| 564 | 124 | 2.967742 | 2.0118975 | 1.645161 | 0.8666687 | 1.395161 | 0.6223291 | 1.520161 | 0.4995900 | 2.838710 | 0.7477565 | 3.427419 | 0.8941853 | 3.133065 | 0.7653812 | 3.008065 | 0.8971134 | 3.330645 | 1.0018014 | 3.169355 | 0.7647921 | 2.467742 | 0.9747669 | 2.870968 | 1.0278064 | 2.669355 | 0.8762612 | 2.548387 | 0.7364476 | 3.024193 | 0.8309433 | 2.786290 | 0.6154296 | 67.76613 | 61.33871 | 2.4758065 | 1.661290 | 10.170984 | 37.75356 | 0.6307011 | 0.4751910 |
| 565 | 50 | 2.500000 | 1.4463183 | 2.200000 | 0.9035079 | 2.140000 | 0.9037338 | 2.170000 | 0.6670832 | 2.860000 | 0.7827216 | 2.720000 | 0.9267014 | 2.790000 | 0.6315675 | 3.560000 | 0.7045045 | 3.400000 | 0.7824608 | 3.480000 | 0.6223720 | 2.760000 | 0.9380832 | 2.700000 | 0.9091373 | 2.730000 | 0.7838289 | 3.300000 | 0.7889544 | 2.640000 | 0.9424241 | 2.970000 | 0.5925559 | 50.44000 | 65.82000 | 2.3800000 | 1.680000 | 4.945251 | 35.86522 | 1.3685983 | 0.4712121 |
| 569 | 25 | 3.920000 | 2.5806976 | 1.720000 | 0.8426150 | 2.360000 | 1.1135529 | 2.040000 | 0.8888194 | 2.520000 | 0.9626353 | 2.760000 | 1.1284207 | 2.640000 | 0.9738241 | 2.640000 | 0.9949874 | 2.680000 | 1.1075498 | 2.660000 | 1.0177590 | 2.360000 | 0.9949874 | 2.320000 | 0.8524475 | 2.340000 | 0.8000000 | 2.720000 | 1.2423097 | 2.280000 | 0.8906926 | 2.500000 | 1.0103630 | 51.96000 | 66.84000 | 3.4800000 | 1.640000 | 20.405228 | 40.54080 | 0.8225975 | 0.4898979 |
| 570 | 124 | 3.500000 | 1.8324092 | 1.032258 | 0.2184753 | 1.000000 | 0.0000000 | 1.016129 | 0.1092376 | 2.903226 | 0.9829386 | 3.290323 | 0.8436679 | 3.096774 | 0.8617373 | 3.064516 | 0.8529426 | 3.072581 | 0.8570453 | 3.068548 | 0.8247559 | 3.024193 | 0.9147723 | 1.830645 | 1.0098843 | 2.427419 | 0.8451044 | 2.975807 | 0.8309433 | 2.895161 | 0.7737413 | 2.935484 | 0.7516046 | 70.60484 | 67.33871 | 3.7983871 | 1.669355 | 9.665813 | 45.38667 | 0.5699784 | 0.4723540 |
| 571 | 99 | 2.646465 | 1.3117455 | 2.464647 | 1.2479627 | 2.444444 | 1.2390107 | 2.454546 | 1.0078541 | 2.434343 | 1.1619970 | 2.797980 | 1.3323280 | 2.616162 | 1.1491529 | 3.555556 | 0.9606781 | 3.040404 | 1.1058213 | 3.297980 | 0.9365569 | 2.131313 | 1.1396962 | 2.272727 | 1.3463343 | 2.202020 | 0.9791687 | 2.636364 | 1.1732959 | 2.292929 | 1.0996523 | 2.464647 | 0.9126451 | 56.01010 | 63.87879 | 2.9898990 | 1.666667 | 22.088179 | 37.84697 | 1.1472678 | 0.4738035 |
| 572 | 99 | 3.333333 | 1.9325356 | 1.868687 | 1.2424997 | 2.121212 | 1.3114311 | 1.994949 | 1.1528469 | 2.676768 | 1.1413229 | 3.242424 | 1.2784789 | 2.959596 | 1.1081258 | 2.444444 | 1.3110381 | 2.363636 | 1.3435754 | 2.404040 | 1.2178032 | 2.414141 | 1.1867474 | 2.222222 | 1.2980013 | 2.318182 | 0.9883364 | 2.777778 | 0.9319231 | 2.090909 | 1.1874420 | 2.434343 | 0.9193123 | 59.14141 | 57.85859 | 2.4343434 | 1.666667 | 33.885163 | 37.40048 | 1.2949006 | 0.4738035 |
| 576 | 16 | 2.875000 | 1.5864005 | 2.187500 | 1.1672618 | 2.375000 | 0.8062258 | 2.281250 | 0.5153882 | 3.187500 | 0.6551081 | 3.687500 | 0.6020797 | 3.437500 | 0.5439056 | 3.437500 | 0.5123475 | 3.375000 | 1.0246951 | 3.406250 | 0.6115213 | 3.312500 | 0.8732125 | 2.125000 | 1.0878113 | 2.718750 | 0.8750000 | 2.812500 | 0.7500000 | 3.437500 | 0.7274384 | 3.125000 | 0.4654747 | 61.18750 | 59.87500 | 3.5625000 | 1.625000 | 16.975350 | 30.78717 | 0.8139410 | 0.5000000 |
| 578 | 25 | 2.320000 | 1.4640128 | 1.000000 | 0.0000000 | 1.000000 | 0.0000000 | 1.000000 | 0.0000000 | 2.120000 | 0.7257180 | 2.640000 | 0.9949874 | 2.380000 | 0.7942502 | 2.000000 | 0.6454972 | 2.920000 | 1.1150486 | 2.460000 | 0.7348469 | 2.120000 | 1.0132456 | 1.840000 | 0.9433981 | 1.980000 | 0.8597480 | 2.640000 | 0.7000000 | 2.360000 | 0.7000000 | 2.500000 | 0.6291529 | 73.96000 | 71.72000 | 0.9600000 | 1.720000 | 12.424707 | 39.21365 | 1.4282857 | 0.4582576 |
| 582 | 24 | 2.041667 | 0.9990938 | 2.750000 | 0.7939992 | 2.458333 | 0.7210600 | 2.604167 | 0.3605300 | 2.583333 | 0.5835921 | 2.791667 | 0.9315329 | 2.687500 | 0.6222767 | 2.458333 | 0.7790276 | 2.833333 | 0.7613870 | 2.645833 | 0.6338147 | 2.583333 | 0.8805466 | 1.750000 | 0.7939992 | 2.166667 | 0.7469746 | 2.166667 | 0.4815434 | 2.333333 | 0.4815434 | 2.250000 | 0.3296902 | 50.20833 | 67.04167 | 3.1250000 | 1.666667 | 33.937256 | 22.11920 | 1.3929169 | 0.4815434 |
| 588 | 24 | 2.416667 | 0.9286112 | 2.458333 | 0.7790276 | 1.958333 | 0.8064504 | 2.208333 | 0.5299029 | 2.916667 | 0.7172815 | 3.250000 | 0.6756639 | 3.083333 | 0.6197241 | 3.125000 | 1.0759223 | 3.291667 | 0.9078961 | 3.208333 | 0.8958439 | 3.083333 | 1.0598058 | 2.666667 | 1.0072203 | 2.875000 | 0.9237212 | 3.250000 | 0.9440892 | 3.041667 | 0.9990938 | 3.145833 | 0.8005320 | 49.08333 | 52.79167 | 0.2083333 | 1.666667 | 2.947610 | 27.60904 | 0.7210600 | 0.4815434 |
| 589 | 25 | 3.320000 | 1.3453624 | 2.400000 | 1.2247449 | 2.560000 | 0.9609024 | 2.480000 | 0.7285831 | 3.320000 | 0.8020806 | 3.360000 | 0.7000000 | 3.340000 | 0.6570134 | 3.320000 | 0.7483315 | 3.280000 | 0.8906926 | 3.300000 | 0.6770032 | 2.520000 | 1.3880442 | 3.000000 | 1.2247449 | 2.760000 | 1.1912878 | 3.760000 | 0.5972158 | 3.320000 | 0.9451631 | 3.540000 | 0.6601767 | 77.52000 | 66.60000 | 2.2000000 | 1.680000 | 11.485933 | 38.71046 | 1.0801234 | 0.4760952 |
| 599 | 24 | 2.041667 | 1.0826363 | 1.291667 | 0.5500329 | 2.000000 | 1.0215078 | 1.645833 | 0.5413182 | 3.166667 | 1.0901403 | 4.416667 | 0.5036102 | 3.791667 | 0.6902531 | 3.791667 | 0.9315329 | 4.083333 | 0.9743076 | 3.937500 | 0.8761638 | 3.000000 | 1.3187609 | 2.708333 | 1.1220775 | 2.854167 | 1.0782349 | 3.333333 | 1.2038585 | 3.416667 | 0.9743076 | 3.375000 | 0.7260674 | 80.20833 | 64.29167 | 2.5833333 | 1.666667 | 18.405999 | 33.42412 | 0.9743076 | 0.4815434 |
| 601 | 24 | 2.000000 | 0.8340577 | 1.750000 | 0.9440892 | 1.125000 | 0.3378320 | 1.437500 | 0.5769579 | 2.416667 | 0.8805466 | 3.125000 | 0.9918143 | 2.770833 | 0.7937140 | 2.500000 | 0.9325048 | 2.750000 | 0.9440892 | 2.625000 | 0.8242256 | 2.083333 | 0.8297022 | 3.416667 | 1.2128539 | 2.750000 | 0.9207747 | 3.041667 | 0.9545847 | 2.875000 | 0.8998792 | 2.958333 | 0.8958439 | 88.54167 | 63.62500 | 2.4166667 | 1.666667 | 19.739563 | 44.08866 | 1.1000659 | 0.4815434 |
| 603 | 124 | 3.741935 | 2.0986677 | 1.080645 | 0.3275128 | 1.000000 | 0.0000000 | 1.040323 | 0.1637564 | 2.556452 | 0.6783819 | 3.298387 | 0.6244326 | 2.927419 | 0.5128176 | 3.048387 | 0.6228030 | 3.153226 | 0.7104831 | 3.100807 | 0.5877470 | 2.233871 | 0.9803672 | 2.362903 | 0.6666831 | 2.298387 | 0.7068749 | 3.088710 | 0.6377309 | 2.153226 | 0.7440207 | 2.620968 | 0.5644300 | 67.19355 | 58.81452 | 1.6209677 | 1.661290 | 12.807313 | 30.34768 | 1.2336260 | 0.4751910 |
| 604 | 103 | 3.834951 | 1.7992214 | 2.155340 | 0.6679979 | 2.223301 | 0.8509745 | 2.189320 | 0.5606216 | 2.708738 | 0.7226187 | 3.184466 | 0.9155259 | 2.946602 | 0.7171315 | 2.951456 | 0.7843899 | 2.990291 | 0.9751334 | 2.970874 | 0.8189701 | 2.708738 | 0.8240392 | 2.407767 | 0.9944640 | 2.558252 | 0.5870371 | 2.592233 | 0.8097070 | 2.640777 | 0.8728404 | 2.616505 | 0.6831440 | 79.95146 | 57.75728 | 3.3592233 | 1.660194 | 12.661799 | 40.58626 | 0.5748720 | 0.4759593 |
| 605 | 18 | 2.944444 | 1.3048427 | 2.722222 | 1.6735153 | 2.777778 | 1.5924659 | 2.750000 | 1.3311870 | 2.833333 | 1.6890652 | 3.055556 | 1.5519332 | 2.944444 | 1.5707706 | 3.444444 | 1.2472191 | 3.555556 | 1.6528842 | 3.500000 | 1.0981267 | 2.666667 | 1.7822656 | 3.388889 | 1.4608172 | 3.027778 | 1.2540783 | 3.722222 | 1.0178152 | 2.111111 | 1.2782750 | 2.916667 | 0.7905694 | 65.77778 | 67.77778 | 2.3333333 | 1.666667 | 24.841984 | 32.80344 | 1.1375929 | 0.4850713 |
| 606 | 44 | 2.363636 | 1.4157077 | 2.159091 | 1.0102540 | 2.136364 | 0.8238003 | 2.147727 | 0.7668991 | 2.636364 | 0.9423106 | 3.022727 | 0.9997357 | 2.829546 | 0.8822750 | 2.772727 | 0.8030070 | 3.022727 | 0.8757359 | 2.897727 | 0.7966466 | 2.181818 | 1.0404097 | 2.136364 | 1.0474978 | 2.159091 | 0.9324432 | 2.840909 | 0.8053074 | 2.590909 | 1.0635216 | 2.715909 | 0.8517951 | 56.84091 | 53.18182 | 2.6818182 | 1.681818 | 21.349738 | 26.75059 | 0.5181688 | 0.4711553 |
| 607 | 25 | 4.600000 | 1.6583124 | 3.280000 | 0.6782330 | 3.120000 | 0.9273618 | 3.200000 | 0.5590170 | 3.240000 | 0.8306624 | 3.240000 | 1.0115994 | 3.240000 | 0.7234178 | 3.320000 | 1.0295630 | 3.200000 | 1.0408330 | 3.260000 | 0.9142392 | 3.120000 | 1.0132456 | 3.280000 | 0.9797959 | 3.200000 | 0.8660254 | 2.880000 | 0.9273618 | 2.720000 | 1.2083046 | 2.800000 | 0.8779711 | 23.40000 | 57.08000 | 2.4800000 | 1.600000 | 19.943671 | 40.42887 | 1.2288206 | 0.5000000 |
| 609 | 25 | 2.720000 | 1.4000000 | 1.280000 | 0.4582576 | 1.400000 | 0.6454972 | 1.340000 | 0.4010403 | 2.880000 | 0.8812869 | 3.560000 | 0.8698659 | 3.220000 | 0.8175166 | 3.600000 | 0.7637626 | 3.560000 | 1.0832051 | 3.580000 | 0.8376555 | 3.200000 | 1.0408330 | 3.120000 | 0.9273618 | 3.160000 | 0.8981462 | 3.640000 | 0.9521905 | 2.880000 | 0.7810250 | 3.260000 | 0.7234178 | 81.56000 | 63.24000 | 0.1600000 | 1.640000 | 17.680215 | 45.97488 | 0.5537749 | 0.4898979 |
| 610 | 25 | 3.600000 | 1.2247449 | 1.960000 | 0.9780934 | 1.320000 | 0.5567764 | 1.640000 | 0.5500000 | 3.400000 | 1.0000000 | 4.080000 | 1.1150486 | 3.740000 | 0.8431093 | 3.600000 | 1.2583057 | 3.640000 | 1.3190906 | 3.620000 | 1.2523312 | 2.840000 | 1.0677078 | 2.920000 | 1.3820275 | 2.880000 | 1.1481870 | 3.360000 | 1.1503623 | 2.960000 | 1.1357817 | 3.160000 | 0.9865766 | 56.60000 | 57.36000 | 3.1600000 | 1.600000 | 19.805302 | 29.46167 | 0.4725816 | 0.5000000 |
| 616 | 25 | 2.440000 | 0.8698659 | 1.960000 | 0.7895146 | 1.920000 | 0.9092121 | 1.940000 | 0.7404953 | 2.840000 | 0.7461010 | 2.840000 | 0.8981462 | 2.840000 | 0.7176350 | 3.120000 | 0.7810250 | 3.280000 | 0.8426150 | 3.200000 | 0.7359801 | 2.880000 | 0.8812869 | 2.560000 | 1.0033278 | 2.720000 | 0.8548879 | 2.960000 | 0.8406347 | 3.040000 | 0.5385165 | 3.000000 | 0.5204165 | 78.52000 | 68.96000 | 2.6400000 | 1.680000 | 9.946188 | 41.07258 | 1.0754844 | 0.4760952 |
| 617 | 25 | 3.080000 | 1.6563011 | 1.760000 | 0.9695360 | 1.000000 | 0.0000000 | 1.380000 | 0.4847680 | 2.440000 | 0.7681146 | 3.640000 | 0.7000000 | 3.040000 | 0.6442049 | 3.640000 | 0.7000000 | 3.720000 | 1.0614456 | 3.680000 | 0.7621242 | 2.640000 | 1.5242484 | 2.920000 | 1.4410644 | 2.780000 | 1.4074208 | 3.600000 | 0.9128709 | 3.040000 | 1.1357817 | 3.320000 | 0.8645808 | 48.56000 | 57.80000 | 0.0000000 | 1.600000 | 1.193035 | 46.34742 | 0.0000000 | 0.5000000 |
| 618 | 124 | 3.306452 | 1.3862121 | 2.572581 | 0.9298430 | 2.088710 | 0.9628219 | 2.330645 | 0.8162155 | 3.000000 | 0.8553989 | 3.112903 | 0.7008668 | 3.056452 | 0.6570743 | 3.145161 | 0.8619655 | 3.241935 | 0.8868595 | 3.193548 | 0.7454733 | 3.193548 | 0.9514851 | 3.064516 | 0.9689650 | 3.129032 | 0.8479314 | 3.435484 | 0.8856759 | 3.145161 | 0.7618287 | 3.290323 | 0.7131083 | 66.76613 | 66.91935 | 3.0322581 | 1.653226 | 20.008985 | 32.21033 | 1.1400719 | 0.4778739 |
| 620 | 24 | 1.750000 | 0.4423259 | 1.416667 | 0.6538625 | 1.250000 | 0.6756639 | 1.333333 | 0.5835921 | 2.500000 | 0.7223151 | 2.916667 | 0.8297022 | 2.708333 | 0.5882300 | 2.875000 | 0.7974143 | 2.625000 | 0.8242256 | 2.750000 | 0.7071068 | 2.458333 | 0.8329709 | 2.583333 | 0.9286112 | 2.520833 | 0.8005320 | 2.833333 | 0.8164966 | 2.625000 | 1.0134959 | 2.729167 | 0.7798992 | 53.00000 | 55.70833 | 3.1666667 | 1.666667 | 11.436022 | 23.98637 | 1.1293194 | 0.4815434 |
| 621 | 10 | 2.900000 | 2.2335821 | 2.400000 | 0.8432740 | 2.100000 | 1.1005049 | 2.250000 | 0.8249579 | 2.900000 | 0.9944289 | 3.400000 | 0.9660918 | 3.150000 | 0.9143911 | 3.800000 | 0.7888106 | 3.400000 | 1.0749677 | 3.600000 | 0.7745967 | 2.800000 | 1.1352924 | 3.700000 | 1.0593499 | 3.250000 | 0.6346478 | 3.700000 | 1.0593499 | 3.200000 | 1.4757296 | 3.450000 | 1.1654756 | 70.90000 | 52.40000 | 1.4000000 | 1.600000 | 14.379383 | 36.49718 | 1.5055453 | 0.5163978 |
| 623 | 202 | 3.782178 | 2.1699162 | 1.826733 | 0.7086377 | 1.396040 | 0.5568070 | 1.611386 | 0.4275571 | 2.301980 | 0.6786701 | 2.584158 | 0.8013338 | 2.443069 | 0.6487466 | 2.153465 | 0.6239123 | 2.311881 | 0.7170680 | 2.232673 | 0.5511831 | 1.430693 | 0.7646731 | 1.727723 | 0.7262825 | 1.579208 | 0.6036072 | 2.405941 | 0.6491973 | 2.168317 | 0.6920919 | 2.287129 | 0.5410812 | 47.40099 | 54.08416 | 1.3415842 | 1.668317 | 15.538192 | 25.43293 | 1.5151485 | 0.4719876 |
| 624 | 74 | 2.648649 | 1.2434203 | 1.770270 | 0.6933598 | 1.608108 | 0.5186275 | 1.689189 | 0.4113351 | 3.378378 | 0.4882932 | 3.513514 | 0.5032291 | 3.445946 | 0.4500195 | 3.527027 | 0.5026770 | 3.472973 | 0.5026770 | 3.500000 | 0.4532984 | 2.770270 | 0.6313130 | 2.500000 | 0.6025062 | 2.635135 | 0.5253655 | 3.608108 | 0.4915050 | 2.851351 | 0.7154352 | 3.229730 | 0.3985349 | 84.97297 | 59.40541 | 3.0135135 | 1.635135 | 4.663977 | 37.26908 | 0.2022641 | 0.4846782 |
| 625 | 26 | 2.153846 | 1.2866175 | 2.115385 | 1.1428709 | 3.038461 | 0.9992305 | 2.576923 | 0.7027419 | 2.500000 | 1.3638182 | 2.538461 | 1.2721877 | 2.519231 | 1.2039997 | 2.538461 | 0.9478721 | 3.269231 | 1.1156233 | 2.903846 | 0.9057509 | 2.730769 | 1.1851647 | 2.461539 | 1.3922864 | 2.596154 | 1.0199925 | 2.461539 | 1.0288156 | 2.769231 | 0.9511127 | 2.615385 | 0.7524320 | 58.30769 | 73.15385 | 1.5769231 | 1.653846 | 22.536671 | 24.01615 | 1.5276931 | 0.4851645 |
| 626 | 32 | 1.781250 | 0.7063936 | 1.625000 | 0.7931155 | 1.031250 | 0.1767767 | 1.328125 | 0.4327216 | 1.937500 | 0.8775883 | 2.750000 | 0.9158109 | 2.343750 | 0.7770654 | 2.781250 | 1.1565905 | 2.781250 | 1.0696510 | 2.781250 | 0.9832263 | 2.250000 | 1.1639754 | 2.031250 | 1.0920349 | 2.140625 | 1.0643366 | 2.687500 | 0.9979818 | 2.406250 | 1.1319231 | 2.546875 | 0.9701960 | 69.84375 | 75.25000 | 0.7187500 | 1.750000 | 28.450420 | 36.30516 | 1.0846250 | 0.4399413 |
| 628 | 41 | 2.536585 | 1.2267347 | 1.317073 | 0.4711170 | 1.121951 | 0.3312946 | 1.219512 | 0.2749723 | 2.146342 | 0.3578390 | 2.390244 | 0.5421277 | 2.268293 | 0.4046227 | 2.560976 | 0.5499446 | 2.707317 | 0.6018265 | 2.634146 | 0.4876524 | 2.536585 | 0.5957164 | 2.707317 | 0.6420242 | 2.621951 | 0.5452120 | 3.268293 | 0.5488347 | 2.804878 | 0.7816493 | 3.036585 | 0.5851308 | 75.90244 | 77.70732 | 2.2926829 | 1.756098 | 20.622566 | 34.12641 | 1.1455109 | 0.4347694 |
| 629 | 25 | 2.840000 | 1.3441230 | 2.440000 | 0.8698659 | 2.120000 | 0.6000000 | 2.280000 | 0.6137318 | 2.800000 | 0.6454972 | 2.720000 | 0.7916228 | 2.760000 | 0.6633250 | 3.200000 | 0.7071068 | 3.160000 | 0.8000000 | 3.180000 | 0.6103278 | 2.640000 | 0.8103497 | 2.760000 | 0.9695360 | 2.700000 | 0.7359801 | 3.160000 | 0.8000000 | 2.560000 | 0.5066228 | 2.860000 | 0.5500000 | 69.80000 | 61.76000 | 3.2000000 | 1.640000 | 19.514951 | 47.39575 | 1.1180340 | 0.4898979 |
| 630 | 124 | 3.911290 | 2.0242919 | 1.491936 | 0.7380040 | 1.580645 | 0.8371144 | 1.536290 | 0.7548579 | 4.524193 | 0.7376485 | 4.532258 | 0.7482824 | 4.528226 | 0.6934725 | 4.677419 | 0.5341719 | 4.661290 | 0.5541726 | 4.669355 | 0.5015711 | 4.104839 | 1.0106631 | 4.225807 | 0.8248056 | 4.165323 | 0.8475737 | 4.669355 | 0.5368044 | 4.596774 | 0.7426535 | 4.633064 | 0.5064979 | 83.76613 | 64.48387 | 3.4274194 | 1.653226 | 16.039133 | 45.93925 | 0.7004457 | 0.4778739 |
| 631 | 19 | 3.947368 | 1.7786913 | 2.000000 | 0.8164966 | 1.631579 | 0.4955946 | 1.815789 | 0.4775669 | 2.947368 | 0.5242650 | 3.368421 | 0.7608859 | 3.157895 | 0.4426132 | 3.368421 | 0.6839856 | 3.473684 | 0.6966923 | 3.421053 | 0.5836465 | 3.000000 | 0.5773503 | 2.894737 | 0.6578363 | 2.947368 | 0.5501196 | 3.368421 | 0.7608859 | 2.842105 | 0.7647191 | 3.105263 | 0.6987876 | 76.15789 | 68.94737 | 2.5263158 | 1.736842 | 17.496867 | 32.69807 | 0.6117753 | 0.4524139 |
| 633 | 25 | 2.000000 | 0.7071068 | 2.240000 | 0.6633250 | 2.000000 | 0.5773503 | 2.120000 | 0.5057997 | 2.560000 | 0.7681146 | 2.440000 | 0.6506407 | 2.500000 | 0.5204165 | 2.440000 | 0.5830952 | 2.440000 | 0.5066228 | 2.440000 | 0.3905125 | 2.560000 | 0.7118052 | 2.600000 | 0.5000000 | 2.580000 | 0.4252450 | 2.480000 | 0.5099020 | 2.320000 | 0.4760952 | 2.400000 | 0.3535534 | 49.92000 | 56.60000 | 2.3600000 | 1.760000 | 16.293966 | 23.52835 | 1.0754844 | 0.4358899 |
| 634 | 25 | 3.440000 | 2.4846194 | 1.000000 | 0.0000000 | 1.000000 | 0.0000000 | 1.000000 | 0.0000000 | 3.320000 | 1.1445523 | 3.840000 | 0.9433981 | 3.580000 | 0.9647970 | 3.800000 | 1.0408330 | 3.840000 | 1.2138094 | 3.820000 | 1.0885771 | 3.640000 | 1.1860298 | 3.440000 | 1.1930353 | 3.540000 | 1.1539786 | 3.640000 | 1.2543258 | 3.240000 | 1.2342339 | 3.440000 | 1.1930353 | 67.96000 | 61.12000 | 2.4400000 | 1.640000 | 15.254726 | 43.06035 | 0.6506407 | 0.4898979 |
| 635 | 25 | 3.320000 | 2.5935818 | 2.040000 | 1.0198039 | 2.520000 | 1.2622731 | 2.280000 | 0.6137318 | 3.440000 | 1.0033278 | 3.360000 | 1.2543258 | 3.400000 | 1.0103630 | 3.800000 | 0.9574271 | 3.680000 | 1.0692677 | 3.740000 | 0.9142392 | 2.960000 | 0.9780934 | 3.960000 | 1.2409674 | 3.460000 | 0.8025999 | 3.800000 | 0.9574271 | 3.160000 | 1.1060440 | 3.480000 | 0.7427427 | 89.80000 | 63.92000 | 2.6400000 | 1.720000 | 10.507934 | 34.89737 | 0.6377042 | 0.4582576 |
| 636 | 103 | 3.291262 | 1.9384200 | 1.339806 | 0.7350257 | 1.864078 | 1.1118660 | 1.601942 | 0.7776259 | 2.533981 | 0.8724041 | 2.718447 | 0.7972683 | 2.626214 | 0.7881427 | 3.009709 | 1.0617701 | 2.951456 | 1.1663471 | 2.980583 | 1.0822143 | 2.631068 | 1.2125996 | 2.504854 | 1.2900356 | 2.567961 | 1.2046652 | 3.058252 | 1.0080581 | 3.019417 | 1.0570082 | 3.038835 | 0.8392612 | 67.93204 | 67.06796 | 3.0194175 | 1.640777 | 20.377449 | 39.89355 | 0.8853999 | 0.4821189 |
| 638 | 124 | 2.588710 | 1.7484585 | 1.274193 | 0.4657141 | 1.032258 | 0.1774015 | 1.153226 | 0.2483885 | 2.395161 | 0.8440952 | 2.669355 | 0.8036682 | 2.532258 | 0.7879735 | 1.951613 | 0.5536991 | 2.072581 | 0.6004522 | 2.012097 | 0.5389832 | 1.919355 | 0.9422061 | 1.895161 | 0.9611862 | 1.907258 | 0.6994973 | 2.725807 | 0.8865637 | 2.330645 | 0.7294254 | 2.528226 | 0.6696147 | 56.61290 | 62.55645 | 2.8951613 | 1.661290 | 28.986318 | 37.97502 | 0.9611862 | 0.4751910 |
| 639 | 16 | 1.875000 | 0.7187953 | 2.437500 | 1.3149778 | 2.750000 | 1.6124515 | 2.593750 | 1.1286976 | 3.562500 | 1.2093387 | 3.062500 | 1.3889444 | 3.312500 | 1.1814539 | 3.250000 | 1.1254629 | 3.562500 | 1.0935416 | 3.406250 | 0.7122441 | 2.312500 | 0.9464847 | 3.062500 | 1.2365948 | 2.687500 | 0.8139410 | 2.750000 | 1.0645813 | 3.750000 | 1.2382784 | 3.250000 | 0.9486833 | 46.37500 | 50.43750 | 0.0625000 | 1.625000 | 40.287095 | 29.33478 | 0.2500000 | 0.5000000 |
| 640 | 124 | 2.991935 | 1.7413945 | 1.693548 | 0.8850834 | 1.217742 | 0.6932952 | 1.455645 | 0.6564629 | 3.451613 | 1.1711633 | 3.766129 | 1.0676992 | 3.608871 | 1.0132466 | 3.298387 | 1.1260395 | 3.411290 | 1.1894666 | 3.354839 | 1.0721421 | 2.830645 | 1.3356998 | 2.653226 | 1.3006837 | 2.741935 | 1.0941156 | 3.080645 | 1.3165413 | 2.709677 | 1.2989939 | 2.895161 | 1.1121542 | 59.17742 | 62.69355 | 1.5080645 | 1.661290 | 27.673782 | 33.29620 | 1.6552256 | 0.4751910 |
| 642 | 124 | 2.709677 | 1.9950108 | 1.741936 | 1.0349264 | 1.653226 | 0.8069249 | 1.697581 | 0.4972222 | 2.588710 | 0.7545213 | 3.016129 | 0.8833038 | 2.802419 | 0.7512011 | 3.024193 | 0.7376485 | 3.338710 | 0.6853531 | 3.181452 | 0.6386427 | 2.233871 | 0.7112210 | 2.701613 | 1.0893411 | 2.467742 | 0.7775873 | 3.298387 | 0.7961272 | 3.016129 | 0.8360172 | 3.157258 | 0.5925243 | 60.62097 | 60.46774 | 0.9274194 | 1.653226 | 17.303880 | 40.58183 | 1.2762584 | 0.4778739 |
| 643 | 124 | 2.975807 | 2.2540432 | 1.250000 | 0.4347694 | 1.137097 | 0.3453448 | 1.193548 | 0.2970702 | 3.838710 | 0.6424938 | 4.250000 | 0.6065362 | 4.044355 | 0.5667340 | 3.862903 | 0.6906422 | 3.879032 | 0.6450908 | 3.870968 | 0.6242751 | 3.483871 | 0.5628596 | 3.129032 | 0.6621932 | 3.306452 | 0.5207471 | 3.443548 | 0.9309705 | 3.451613 | 0.5609927 | 3.447581 | 0.5767111 | 58.83065 | 65.10484 | 2.8548387 | 1.653226 | 28.100494 | 41.05575 | 0.4887939 | 0.4778739 |
| 644 | 24 | 3.541667 | 0.7790276 | 2.833333 | 1.3077251 | 1.875000 | 1.1156008 | 2.354167 | 1.0371278 | 2.916667 | 1.0179548 | 3.166667 | 1.2394482 | 3.041667 | 0.9431292 | 3.208333 | 1.1025333 | 3.041667 | 1.2328534 | 3.125000 | 0.9354143 | 3.208333 | 1.1412871 | 3.041667 | 1.2676293 | 3.125000 | 0.9118781 | 3.041667 | 1.2676293 | 3.083333 | 1.0598058 | 3.062500 | 0.9361403 | 67.12500 | 66.08333 | 2.3333333 | 1.708333 | 30.025080 | 41.60572 | 0.4815434 | 0.4643056 |
| 645 | 10 | 2.600000 | 1.3498971 | 1.600000 | 0.6992059 | 1.300000 | 0.4830459 | 1.450000 | 0.5502525 | 2.300000 | 0.8232726 | 3.100000 | 0.8755950 | 2.700000 | 0.7888106 | 2.900000 | 1.3703203 | 3.600000 | 1.2649111 | 3.250000 | 1.2747549 | 2.300000 | 1.2516656 | 2.400000 | 1.7126977 | 2.350000 | 1.3343746 | 2.900000 | 1.1005049 | 2.100000 | 0.9944289 | 2.500000 | 0.9718253 | 81.00000 | 55.70000 | 3.5000000 | 1.600000 | 21.343747 | 21.18202 | 1.1785113 | 0.5163978 |
| 647 | 124 | 3.064516 | 1.2280061 | 2.072581 | 1.0372994 | 1.854839 | 0.9256380 | 1.963710 | 0.7548579 | 3.201613 | 1.1685572 | 3.959677 | 1.0153232 | 3.580645 | 0.9614249 | 2.750000 | 1.1660858 | 3.088710 | 1.3374657 | 2.919355 | 1.0248678 | 2.475807 | 1.3218840 | 2.233871 | 1.2238077 | 2.354839 | 1.0096570 | 2.838710 | 1.0232031 | 2.403226 | 1.1037214 | 2.620968 | 0.9092366 | 55.20968 | 63.43548 | 3.1370968 | 1.645161 | 17.516670 | 36.45673 | 0.8198223 | 0.4804055 |
| 649 | 49 | 2.612245 | 0.8615956 | 1.326531 | 0.5548181 | 1.163265 | 0.4255848 | 1.244898 | 0.4463095 | 2.469388 | 0.7665410 | 2.530612 | 0.7665410 | 2.500000 | 0.6846532 | 2.428571 | 0.5773503 | 2.489796 | 0.6494372 | 2.459184 | 0.5667592 | 2.530612 | 0.5810207 | 2.489796 | 0.5817520 | 2.510204 | 0.5447648 | 2.591837 | 0.6095889 | 2.714286 | 0.5400617 | 2.653061 | 0.4809288 | 59.32653 | 64.02041 | 3.4081633 | 1.632653 | 15.800037 | 32.15489 | 0.4965870 | 0.4870779 |
| 652 | 25 | 2.720000 | 2.1315096 | 2.440000 | 1.0440307 | 2.840000 | 1.1060440 | 2.640000 | 0.8602325 | 3.480000 | 0.6531973 | 3.480000 | 0.7702813 | 3.480000 | 0.6204837 | 3.440000 | 0.8698659 | 3.200000 | 0.9574271 | 3.320000 | 0.6904105 | 3.320000 | 0.8020806 | 3.080000 | 1.1518102 | 3.200000 | 0.7637626 | 3.160000 | 0.8981462 | 3.160000 | 0.9433981 | 3.160000 | 0.7599342 | 70.28000 | 63.20000 | 1.0400000 | 1.680000 | 10.466295 | 35.28928 | 1.2741010 | 0.4760952 |
| 654 | 49 | 4.244898 | 2.2687241 | 2.163265 | 1.1962953 | 1.326531 | 0.6578929 | 1.744898 | 0.6544913 | 2.897959 | 0.7969969 | 3.122449 | 0.6656029 | 3.010204 | 0.6574081 | 3.183673 | 0.7548032 | 3.142857 | 0.7905694 | 3.163265 | 0.7172557 | 2.489796 | 1.0432811 | 3.040816 | 0.9345049 | 2.765306 | 0.8785763 | 3.244898 | 0.6931394 | 2.918367 | 0.6719603 | 3.081633 | 0.5714286 | 74.02041 | 59.97959 | 3.0000000 | 1.673469 | 12.963876 | 36.95633 | 0.8897565 | 0.4738035 |
| 655 | 25 | 2.680000 | 2.3223551 | 1.520000 | 0.6531973 | 1.280000 | 0.4582576 | 1.400000 | 0.4564355 | 2.720000 | 0.7916228 | 2.880000 | 0.9273618 | 2.800000 | 0.8291562 | 3.000000 | 0.8660254 | 2.760000 | 0.8306624 | 2.880000 | 0.8072587 | 3.000000 | 1.1902381 | 2.760000 | 0.7788881 | 2.880000 | 0.9160604 | 3.280000 | 0.8906926 | 2.800000 | 0.8164966 | 3.040000 | 0.8154753 | 59.84000 | 62.48000 | 3.1600000 | 1.680000 | 16.717456 | 35.28470 | 0.6244998 | 0.4760952 |
| 656 | 25 | 2.760000 | 2.2412794 | 2.040000 | 1.0198039 | 1.920000 | 1.0770330 | 1.980000 | 0.9069179 | 3.040000 | 1.2741010 | 3.040000 | 1.3063945 | 3.040000 | 1.1982626 | 2.800000 | 0.8164966 | 3.080000 | 1.0376255 | 2.940000 | 0.7947746 | 3.040000 | 1.2409674 | 2.680000 | 0.9451631 | 2.860000 | 0.7708221 | 3.040000 | 1.0598742 | 3.400000 | 1.4142136 | 3.220000 | 1.1463711 | 71.80000 | 67.16000 | 2.9600000 | 1.680000 | 21.851773 | 31.61840 | 0.8888194 | 0.4760952 |
| 659 | 15 | 3.733333 | 3.0814344 | 1.866667 | 1.0600988 | 1.400000 | 0.6324555 | 1.633333 | 0.6672616 | 3.333333 | 1.0465362 | 3.333333 | 0.9759001 | 3.333333 | 0.9193683 | 2.866667 | 0.9904304 | 2.866667 | 1.3020131 | 2.866667 | 1.0258562 | 3.066667 | 1.3345233 | 2.666667 | 1.7593289 | 2.866667 | 1.4200939 | 2.533333 | 0.9904304 | 2.800000 | 1.1464230 | 2.666667 | 0.8380817 | 66.53333 | 76.00000 | 2.0666667 | 1.800000 | 13.141356 | 29.84244 | 1.1629192 | 0.4140393 |
| 660 | 25 | 3.520000 | 2.4852901 | 1.880000 | 1.1661904 | 1.440000 | 0.7118052 | 1.660000 | 0.7868714 | 2.280000 | 0.7916228 | 3.240000 | 1.0519823 | 2.760000 | 0.8431093 | 3.080000 | 0.8124038 | 3.000000 | 1.0408330 | 3.040000 | 0.8406347 | 1.880000 | 0.8812869 | 2.280000 | 0.9797959 | 2.080000 | 0.7729812 | 2.800000 | 0.9128709 | 2.360000 | 1.3190906 | 2.580000 | 0.9861541 | 47.52000 | 60.36000 | 2.7600000 | 1.680000 | 20.538825 | 42.99698 | 1.1647603 | 0.4760952 |
| 662 | 28 | 3.357143 | 2.0586635 | 2.214286 | 0.9946949 | 1.464286 | 0.8380817 | 1.839286 | 0.7941169 | 2.964286 | 1.0708993 | 3.678571 | 0.9833266 | 3.321429 | 0.9643102 | 3.000000 | 0.7200823 | 3.250000 | 0.8443713 | 3.125000 | 0.7021791 | 1.821429 | 0.9449112 | 2.321429 | 0.8189230 | 2.071429 | 0.5563486 | 2.857143 | 0.7559289 | 2.321429 | 0.8629652 | 2.589286 | 0.6390614 | 60.57143 | 65.39286 | 2.8214286 | 1.714286 | 18.703196 | 35.68207 | 0.9449112 | 0.4600437 |
| 664 | 124 | 3.016129 | 1.5512066 | 3.112903 | 0.9213782 | 2.443548 | 1.0065026 | 2.778226 | 0.7738154 | 2.556452 | 0.7358687 | 2.798387 | 0.7322961 | 2.677419 | 0.6723141 | 2.701613 | 0.7961272 | 2.911290 | 0.9457831 | 2.806452 | 0.8330317 | 2.250000 | 0.9072876 | 1.991936 | 0.8695010 | 2.120968 | 0.7553898 | 2.564516 | 0.8385230 | 2.572581 | 0.7669323 | 2.568548 | 0.5889728 | 75.32258 | 64.73387 | 2.9435484 | 1.653226 | 19.181439 | 40.69860 | 0.5885412 | 0.4778739 |
| 668 | 25 | 3.480000 | 1.8956090 | 2.560000 | 1.0832051 | 2.080000 | 1.0376255 | 2.320000 | 0.5930149 | 2.480000 | 1.0847427 | 2.440000 | 1.0832051 | 2.460000 | 1.0400321 | 3.160000 | 0.8981462 | 3.160000 | 0.9865766 | 3.160000 | 0.7868714 | 2.600000 | 1.3228757 | 2.880000 | 1.0535654 | 2.740000 | 1.0115994 | 3.080000 | 1.2556539 | 2.480000 | 0.8717798 | 2.780000 | 0.9473648 | 52.48000 | 51.20000 | 2.4400000 | 1.560000 | 22.448311 | 23.62202 | 1.3564660 | 0.5066228 |
| 669 | 25 | 4.240000 | 2.4542480 | 1.640000 | 0.7571878 | 1.760000 | 0.9255629 | 1.700000 | 0.4082483 | 2.440000 | 0.9165151 | 2.280000 | 0.8906926 | 2.360000 | 0.8103497 | 2.800000 | 0.8660254 | 2.840000 | 0.8504901 | 2.820000 | 0.7621242 | 2.240000 | 0.8306624 | 2.680000 | 1.0295630 | 2.460000 | 0.7059273 | 2.480000 | 0.8717798 | 2.200000 | 0.9574271 | 2.340000 | 0.6570134 | 61.56000 | 53.48000 | 3.2400000 | 1.560000 | 18.828347 | 32.02489 | 0.7788881 | 0.5066228 |
| 670 | 25 | 3.760000 | 1.7146428 | 2.080000 | 1.5253415 | 1.880000 | 1.1298968 | 1.980000 | 0.8225975 | 2.440000 | 1.2935739 | 3.160000 | 1.0677078 | 2.800000 | 1.0897247 | 3.160000 | 1.1060440 | 3.240000 | 1.3000000 | 3.200000 | 1.1180340 | 2.200000 | 1.2583057 | 2.360000 | 1.5242484 | 2.280000 | 1.1554220 | 2.920000 | 1.1150486 | 2.720000 | 1.4583095 | 2.820000 | 1.2322067 | 47.76000 | 60.52000 | 0.6800000 | 1.560000 | 25.831634 | 38.30918 | 1.2819256 | 0.5066228 |
| 671 | 25 | 2.680000 | 1.5198684 | 1.800000 | 1.0408330 | 1.960000 | 0.7895146 | 1.880000 | 0.5642104 | 2.640000 | 0.8602325 | 2.960000 | 1.0984838 | 2.800000 | 0.8897565 | 2.160000 | 0.9865766 | 2.200000 | 1.0000000 | 2.180000 | 0.9340771 | 2.040000 | 0.8406347 | 2.160000 | 1.1789826 | 2.100000 | 0.9574271 | 2.560000 | 0.9165151 | 2.440000 | 1.3253930 | 2.500000 | 0.9242114 | 64.96000 | 46.12000 | 0.0000000 | 1.560000 | 20.135955 | 35.45810 | 0.0000000 | 0.5066228 |
| 672 | 124 | 2.830645 | 1.4800669 | 2.443548 | 0.7247362 | 2.112903 | 0.7984709 | 2.278226 | 0.5569313 | 3.435484 | 0.7127405 | 3.750000 | 0.8127540 | 3.592742 | 0.6994973 | 2.895161 | 0.6352587 | 3.298387 | 0.9193479 | 3.096774 | 0.6737754 | 2.564516 | 0.7987993 | 2.596774 | 0.8734508 | 2.580645 | 0.7766592 | 3.459677 | 0.7798185 | 2.903226 | 0.7147614 | 3.181452 | 0.6386427 | 61.72581 | 64.43548 | 2.7419355 | 1.653226 | 23.824336 | 32.67386 | 0.8152108 | 0.4778739 |
| 674 | 74 | 2.797297 | 1.7825619 | 2.581081 | 0.9216833 | 2.229730 | 0.8528325 | 2.405405 | 0.4431803 | 3.081081 | 0.8561903 | 3.337838 | 0.7635000 | 3.209459 | 0.7585438 | 3.445946 | 0.8780722 | 3.621622 | 0.9750687 | 3.533784 | 0.8453381 | 2.689189 | 0.7388565 | 2.608108 | 0.9336564 | 2.648649 | 0.6009680 | 3.459459 | 0.7619224 | 2.810811 | 0.9461628 | 3.135135 | 0.6789259 | 63.77027 | 61.82432 | 3.1891892 | 1.635135 | 13.214300 | 39.31620 | 0.7526333 | 0.4846782 |
| 677 | 124 | 2.975807 | 2.1918686 | 1.580645 | 0.6759128 | 1.516129 | 0.6179414 | 1.548387 | 0.4746387 | 2.524193 | 0.6803121 | 3.024193 | 0.8010533 | 2.774193 | 0.6906896 | 2.790323 | 0.7785143 | 2.645161 | 0.9558851 | 2.717742 | 0.8070873 | 2.225807 | 0.5074840 | 2.177419 | 0.8069655 | 2.201613 | 0.5444448 | 2.725807 | 0.7023620 | 2.354839 | 0.6141098 | 2.540323 | 0.4579771 | 72.21774 | 59.95161 | 2.7177419 | 1.653226 | 16.743673 | 31.05014 | 0.6694311 | 0.4778739 |
| 678 | 25 | 3.520000 | 2.5839247 | 2.040000 | 1.2069245 | 1.440000 | 0.7681146 | 1.740000 | 0.7921490 | 2.080000 | 0.9092121 | 3.000000 | 1.0000000 | 2.540000 | 0.8650626 | 3.280000 | 0.8906926 | 3.520000 | 1.0456258 | 3.400000 | 0.9354143 | 1.920000 | 1.1874342 | 3.000000 | 1.5000000 | 2.460000 | 0.7762087 | 3.360000 | 0.8103497 | 2.240000 | 1.0519823 | 2.800000 | 0.7772816 | 38.88000 | 66.52000 | 1.3200000 | 1.640000 | 29.237989 | 46.16557 | 1.3453624 | 0.4898979 |
| 679 | 11 | 2.454546 | 1.8090681 | 2.363636 | 0.9244163 | 2.363636 | 0.6741999 | 2.363636 | 0.6360389 | 2.272727 | 1.1908744 | 2.818182 | 0.7507572 | 2.545454 | 0.9070431 | 3.090909 | 1.0444659 | 2.363636 | 1.0269106 | 2.727273 | 0.9839623 | 2.363636 | 1.0269106 | 2.727273 | 1.1037127 | 2.545454 | 0.9341987 | 2.727273 | 0.6466698 | 2.727273 | 0.9045340 | 2.727273 | 0.6842381 | 57.54545 | 55.09091 | 3.1818182 | 1.545454 | 27.536752 | 40.39419 | 1.1677484 | 0.5222330 |
| 680 | 124 | 3.879032 | 1.7371725 | 1.701613 | 0.7541736 | 1.669355 | 0.7067822 | 1.685484 | 0.4392702 | 2.451613 | 0.5892649 | 2.838710 | 0.5897098 | 2.645161 | 0.5170829 | 2.161290 | 0.6550256 | 2.153226 | 0.7440207 | 2.157258 | 0.6482213 | 2.112903 | 0.8085888 | 1.927419 | 0.7669323 | 2.020161 | 0.6759492 | 2.153226 | 0.7330120 | 2.153226 | 0.7967858 | 2.153226 | 0.6872161 | 85.55645 | 62.57258 | 3.5241935 | 1.653226 | 6.810206 | 39.75089 | 0.5173998 | 0.4778739 |
| 682 | 25 | 3.960000 | 1.8814888 | 2.000000 | 1.0000000 | 1.800000 | 0.8164966 | 1.900000 | 0.5400617 | 2.360000 | 0.6377042 | 2.800000 | 0.8164966 | 2.580000 | 0.6563790 | 2.200000 | 0.7071068 | 2.200000 | 0.7637626 | 2.200000 | 0.6614378 | 2.120000 | 1.0132456 | 2.400000 | 1.2247449 | 2.260000 | 1.0218447 | 2.840000 | 0.7461010 | 2.800000 | 1.0801234 | 2.820000 | 0.7483315 | 60.76000 | 58.28000 | 2.6400000 | 1.560000 | 17.687755 | 42.51227 | 0.8103497 | 0.5066228 |
| 683 | 99 | 3.080808 | 2.0784451 | 1.696970 | 0.9417152 | 1.505051 | 0.8375589 | 1.601010 | 0.7070339 | 1.959596 | 0.8441780 | 2.717172 | 0.8456419 | 2.338384 | 0.7687396 | 3.212121 | 0.8952565 | 3.323232 | 0.8430785 | 3.267677 | 0.8460989 | 2.252525 | 1.0136158 | 2.606061 | 1.1677484 | 2.429293 | 0.7457707 | 2.909091 | 0.7836454 | 1.919192 | 0.9111192 | 2.414141 | 0.6963476 | 48.19192 | 65.91919 | 1.7373737 | 1.646465 | 25.109831 | 45.97241 | 1.5292112 | 0.4805000 |
| 684 | 25 | 4.880000 | 2.1855587 | 2.440000 | 0.8205689 | 2.120000 | 0.9273618 | 2.280000 | 0.6626965 | 2.440000 | 0.8205689 | 3.400000 | 1.0000000 | 2.920000 | 0.8376555 | 2.960000 | 0.7895146 | 3.240000 | 1.2000000 | 3.100000 | 0.9013878 | 2.640000 | 1.2206556 | 3.000000 | 1.1902381 | 2.820000 | 0.9115006 | 3.200000 | 1.0000000 | 2.400000 | 1.2247449 | 2.800000 | 0.7071068 | 66.36000 | 55.40000 | 2.4800000 | 1.560000 | 18.062115 | 38.78144 | 1.2948616 | 0.5066228 |
| 686 | 24 | 2.000000 | 0.6593805 | 2.083333 | 0.8805466 | 1.708333 | 0.9990938 | 1.895833 | 0.8072924 | 2.875000 | 1.0347232 | 3.416667 | 1.0179548 | 3.145833 | 0.9146057 | 2.875000 | 0.8501918 | 3.333333 | 1.3726099 | 3.104167 | 1.0318743 | 3.041667 | 1.3981095 | 2.791667 | 1.2150923 | 2.916667 | 1.1000659 | 3.250000 | 0.9890707 | 3.333333 | 1.2394482 | 3.291667 | 0.9431292 | 77.66667 | 68.41667 | 2.6666667 | 1.666667 | 15.724992 | 37.03220 | 0.4815434 | 0.4815434 |
| 687 | 25 | 3.240000 | 2.2412794 | 2.960000 | 1.3063945 | 1.640000 | 0.9073772 | 2.300000 | 1.0307764 | 2.680000 | 1.0295630 | 3.840000 | 0.8981462 | 3.260000 | 0.8180261 | 3.280000 | 1.0214369 | 3.400000 | 1.0801234 | 3.340000 | 0.8864724 | 2.440000 | 1.1575837 | 2.040000 | 1.0598742 | 2.240000 | 0.9907909 | 3.600000 | 0.9128709 | 2.800000 | 1.0000000 | 3.200000 | 0.8291562 | 63.64000 | 51.48000 | 1.4000000 | 1.520000 | 30.939295 | 45.76035 | 1.1547005 | 0.5099020 |
| 688 | 25 | 4.200000 | 2.0000000 | 1.600000 | 1.0408330 | 1.280000 | 0.5416026 | 1.440000 | 0.6006940 | 1.920000 | 0.8124038 | 2.160000 | 0.8504901 | 2.040000 | 0.8025999 | 2.400000 | 0.6454972 | 2.680000 | 0.8020806 | 2.540000 | 0.6910137 | 1.920000 | 0.7593857 | 1.840000 | 0.6244998 | 1.880000 | 0.6000000 | 1.560000 | 0.5830952 | 2.240000 | 0.7788881 | 1.900000 | 0.5951190 | 48.24000 | 54.04000 | 0.0000000 | 1.560000 | 18.086090 | 39.85127 | 0.0000000 | 0.5066228 |
| 689 | 38 | 2.500000 | 1.7514473 | 2.342105 | 1.3808794 | 1.842105 | 1.1746492 | 2.092105 | 0.9575819 | 2.421053 | 1.2221288 | 3.526316 | 1.3302477 | 2.973684 | 1.1386773 | 3.447368 | 1.3294455 | 2.973684 | 1.5507076 | 3.210526 | 1.4076604 | 2.526316 | 1.2678316 | 2.842105 | 1.5858550 | 2.684210 | 1.2380295 | 3.500000 | 1.3506755 | 2.684210 | 1.4906060 | 3.092105 | 1.2673406 | 47.76316 | 60.00000 | 2.2105263 | 1.552632 | 35.383180 | 40.55693 | 1.8910585 | 0.5038966 |
| 690 | 50 | 3.680000 | 1.8564834 | 1.320000 | 0.4712121 | 1.280000 | 0.4535574 | 1.300000 | 0.3499271 | 2.680000 | 0.5126960 | 3.060000 | 0.3730733 | 2.870000 | 0.3615443 | 2.560000 | 0.6749150 | 2.900000 | 0.7626484 | 2.730000 | 0.6244181 | 2.380000 | 1.0279760 | 2.240000 | 0.9160697 | 2.310000 | 0.9196827 | 2.380000 | 0.9452351 | 2.260000 | 0.7774894 | 2.320000 | 0.7743332 | 60.82000 | 59.18000 | 3.2200000 | 1.620000 | 14.216532 | 29.46440 | 0.4646702 | 0.4903144 |
| 695 | 25 | 2.480000 | 2.1236761 | 2.640000 | 1.5513435 | 3.720000 | 1.3076697 | 3.180000 | 1.1715375 | 2.640000 | 1.5779734 | 2.680000 | 1.6258331 | 2.660000 | 1.4268263 | 3.320000 | 1.5737429 | 3.520000 | 1.3576941 | 3.420000 | 1.1874342 | 2.600000 | 1.5000000 | 3.040000 | 1.5673757 | 2.820000 | 1.1803954 | 2.560000 | 1.3868429 | 2.400000 | 1.1547005 | 2.480000 | 0.8836477 | 55.48000 | 59.08000 | 3.1200000 | 1.720000 | 35.551746 | 32.73113 | 1.3012814 | 0.4582576 |
df_demo %>%
group_by(role) %>%
summarise(n = n(),
m_age = round(mean(age),2),
sd_age = round(sd(age),2),
md_age = median(age),
min = min(age),
max = max(age)) %>%
gt() %>%
tab_options(table.align = "center") %>%
cols_width(everything() ~ px(75)) %>%
cols_align("center")
| role | n | m_age | sd_age | md_age | min | max |
|---|---|---|---|---|---|---|
| listener | 1171 | 38.23 | 11.91 | 36 | 18 | 78 |
| speaker | 197 | 35.01 | 14.29 | 29 | 18 | 70 |
df_demo %>%
ggplot(aes(age, fill = role)) +
geom_density(alpha = .7) +
theme_minimal() +
labs(x = "Age",
title = "Distribution of Participants' Ages") +
theme(plot.title = element_text(hjust = .5)) +
scale_fill_brewer(palette = "YlGnBu")
df_demo %>%
group_by(role, sex) %>%
summarise(n = n()) %>%
mutate(percent = round(n/sum(n)*100, 2)) %>%
gt() %>%
tab_options(table.align = "center") %>%
cols_width(everything() ~ px(100)) %>%
cols_align("center")
| sex | n | percent |
|---|---|---|
| listener | ||
| female | 850 | 72.59 |
| male | 321 | 27.41 |
| speaker | ||
| female | 135 | 68.53 |
| male | 62 | 31.47 |
df_demo %>%
group_by(role, sex) %>%
summarise(n = n()) %>%
#create within group percentages
mutate(percent = round(n/sum(n)*100,2)) %>%
ungroup() %>%
as_tibble() %>%
#graph
ggplot(aes(role, percent, fill = sex)) +
geom_bar(position = "stack", stat = "identity") +
theme_minimal() +
labs(title = "Assigned Sex at Birth for Speakers and Listeners",
x = "Role in Study",
y = "Percent") +
coord_flip() +
theme(plot.title = element_text(hjust = .5),
legend.position = "bottom",
axis.title.y = element_blank(),
axis.text = element_text(face = "bold", size = 12)) +
scale_fill_brewer(palette = "YlGnBu") +
guides(fill = guide_legend(reverse = T))
df_demo %>%
select(ID, role, sex, gender) %>%
mutate(gender_expansive = case_when(
sex == gender ~ "No",
sex != gender ~ "Yes"
)) %>%
group_by(role, gender_expansive) %>%
summarise(n = n()) %>%
mutate(percent = round(n/sum(n)*100, 2)) %>%
gt() %>%
tab_options(table.align = "center") %>%
cols_width("gender_expansive" ~ px(150),
everything() ~ px(100)) %>%
cols_align("center")
| gender_expansive | n | percent |
|---|---|---|
| listener | ||
| No | 1133 | 96.75 |
| Yes | 38 | 3.25 |
| speaker | ||
| No | 190 | 96.45 |
| Yes | 7 | 3.55 |
df_demo %>%
select(ID, role, sex, gender) %>%
group_by(role, gender) %>%
summarise(n = n()) %>%
mutate(percent = round(n/sum(n)*100, 2)) %>%
gt() %>%
tab_options(table.align = "center") %>%
cols_width("gender" ~ px(150),
everything() ~ px(100)) %>%
cols_align("center")
| gender | n | percent |
|---|---|---|
| listener | ||
| agender | 1 | 0.09 |
| agenderflux | 1 | 0.09 |
| Demigirl | 3 | 0.26 |
| female | 825 | 70.45 |
| male | 324 | 27.67 |
| nonbinary | 16 | 1.37 |
| queer | 1 | 0.09 |
| speaker | ||
| agender | 1 | 0.51 |
| female | 130 | 65.99 |
| genderqueer | 1 | 0.51 |
| male | 62 | 31.47 |
| nonbinary | 3 | 1.52 |
df_demo %>%
select(ID, role, starts_with("race_")) %>%
pivot_longer(race_w:race_NotAnswered,
names_to = "race",
names_prefix = "race_",
values_to = "response") %>%
mutate(race = case_when(
race == "w" ~ "White",
race == "h" ~ "Hispanic / Latine",
race == "b" ~ "Black / African American",
race == "a" ~ "Asian",
race == "na" ~ "Native American / Alaskan Native",
race == "pi" ~ "Hawaiian / Pacific Islander",
race == "o" ~ "Other",
race == "pnts" ~ "Prefer not to say",
race == "NotAnswered" ~ "Not Answered"
)) %>%
filter(response == 1) %>%
group_by(role, race) %>%
summarise(n = n()) %>%
arrange(desc(n)) %>%
mutate(percent = round(n/sum(n)*100, 2)) %>%
gt() %>%
tab_options(table.align = "center") %>%
cols_width("race" ~ px(250),
everything() ~ px(70)) %>%
cols_align("center")
| race | n | percent |
|---|---|---|
| listener | ||
| White | 851 | 72.67 |
| Black / African American | 118 | 10.08 |
| Hispanic / Latine | 91 | 7.77 |
| Asian | 57 | 4.87 |
| Native American / Alaskan Native | 25 | 2.13 |
| Other | 17 | 1.45 |
| Hawaiian / Pacific Islander | 6 | 0.51 |
| Prefer not to say | 6 | 0.51 |
| speaker | ||
| White | 157 | 79.70 |
| Asian | 18 | 9.14 |
| Black / African American | 10 | 5.08 |
| Hispanic / Latine | 6 | 3.05 |
| Native American / Alaskan Native | 3 | 1.52 |
| Other | 2 | 1.02 |
| Prefer not to say | 1 | 0.51 |
Note: Percents may add up to >100 as participants could select multiple options.
The distribution of the current sample’s mean scores on the BFAS’ aspect-level traits.
df_demo %>%
select(ID, role, Withdrawal:Int.Open,
#Remove Big 5
-Neuroticism, -Agreeableness, - Conscientiousness, -Extraversion, -Int.Open) %>%
pivot_longer(Withdrawal:Openness,
names_to = "Trait",
values_to = "Score") %>%
ggplot(aes(Score, fill = role)) +
xlim(1,5)+
labs(title = "Distribution of Participants' Aspect-Level Traits")+
theme_minimal()+
geom_density(alpha = .5) +
facet_wrap(~factor(Trait, #Coerce ~Trait but as a factor in the specified order
c("Withdrawal", "Volatility", "Compassion", "Politeness",
"Industriousness", "Orderliness", "Enthusiasm", "Assertiveness",
"Intellect", "Openness")),
ncol = 5) +
scale_fill_brewer(palette = "YlGnBu") +
theme(strip.text = element_text(face = "bold"),
plot.title = element_text(hjust = .5))
df_demo %>%
select(ID, role, Withdrawal:Int.Open,
#Remove Big 5
-Neuroticism, -Agreeableness, - Conscientiousness, -Extraversion, -Int.Open) %>%
pivot_longer(Withdrawal:Openness,
names_to = "Trait",
values_to = "Score") %>%
mutate(Trait = factor(Trait, c("Withdrawal", "Volatility",
"Compassion", "Politeness",
"Industriousness", "Orderliness",
"Enthusiasm", "Assertiveness",
"Intellect", "Openness"))) %>%
group_by(Trait, role) %>%
# group_by(Trait, role) %>%
summarise(Mean = round(mean(Score),2),
SD = round(sd(Score), 2)) %>%
gt() %>%
tab_options(table.align = "center") %>%
cols_width("role" ~ px(250),
everything() ~ px(75)) %>%
cols_align("center")
| role | Mean | SD |
|---|---|---|
| Withdrawal | ||
| listener | 2.96 | 0.81 |
| speaker | 2.86 | 0.73 |
| Volatility | ||
| listener | 2.74 | 0.83 |
| speaker | 2.59 | 0.71 |
| Compassion | ||
| listener | 3.96 | 0.64 |
| speaker | 4.26 | 0.52 |
| Politeness | ||
| listener | 3.96 | 0.55 |
| speaker | 3.98 | 0.48 |
| Industriousness | ||
| listener | 3.42 | 0.72 |
| speaker | 3.34 | 0.69 |
| Orderliness | ||
| listener | 3.59 | 0.61 |
| speaker | 3.61 | 0.64 |
| Enthusiasm | ||
| listener | 3.36 | 0.69 |
| speaker | 3.74 | 0.68 |
| Assertiveness | ||
| listener | 3.22 | 0.72 |
| speaker | 3.48 | 0.68 |
| Intellect | ||
| listener | 3.82 | 0.62 |
| speaker | 3.79 | 0.57 |
| Openness | ||
| listener | 3.92 | 0.59 |
| speaker | 3.94 | 0.59 |
df_demo %>%
group_by(role) %>%
summarise(m_cesd = round(mean(cesd.total),2),
sd_cesd = round(sd(cesd.total),2),
med_cesd = median(cesd.total)) %>%
gt() %>%
tab_options(table.align = "center") %>%
cols_width(everything() ~ px(100)) %>%
cols_align("center")
| role | m_cesd | sd_cesd | med_cesd |
|---|---|---|---|
| listener | 17.15 | 16.46 | 11 |
| speaker | 13.40 | 12.85 | 10 |
df_demo %>%
ggplot(aes(cesd.total, fill = role)) +
labs(title = "Distribution of Participants' CES-D Sum Scores")+
theme_minimal()+
geom_density(alpha = .5) +
scale_fill_brewer(palette = "YlGnBu") +
theme(strip.text = element_text(face = "bold"),
plot.title = element_text(hjust = .5))
Note: Listeners who made <10 ratings were removed during data processing. These listeners represent people who started making ratings but did not complete at least one full module of speech samples to rate.
Distribution of ratings made by listeners
df_LRs %>%
summarise(Mean_ratings = round(mean(n_ratings),2),
SD_ratings = round(sd(n_ratings),2),
MD_ratings = median(n_ratings),
Min = min(n_ratings),
Max = max(n_ratings)) %>%
gt() %>%
tab_options(table.align = "center") %>%
cols_width(everything() ~ px(120)) %>%
cols_align("center")
| Mean_ratings | SD_ratings | MD_ratings | Min | Max |
|---|---|---|---|---|
| 28.58 | 31.6 | 19 | 10 | 222 |
df_LRs %>%
ggplot(aes(n_ratings)) +
geom_density() +
theme_minimal() +
geom_vline(xintercept = 10, linetype = "dashed") +
labs(title = "Distribution of Ratings Made by Listeners",
caption = "Dashed line represents 10 ratings,\nthe minimum number of ratings a listener\nneeded to complete to be included in the current analysis") +
theme(plot.title = element_text(hjust = .5))
Number of ratings each speaker received (values manually entered d/t loading the entire rating file is rather large)
# Using only three columns from the listener rating DF - otherwise it becomes too much to load over 33,500 observations quickly
# listenerRatings <- read_csv("df_ListenerRatings_all_2024.01.30.csv",
# guess_max = 2000) %>%
# select(speaker_id, listener_id, LM, r.age) %>%
# #remove the "duplicate" speakers
# filter(!str_detect(speaker_id, "Duplicate"))
#
# listenerRatings %>%
# group_by(speaker_id) %>%
# summarise(n = n()) %>%
# summarise(Mean_received = round(mean(n),2),
# SD_received = round(sd(n),2),
# Med_received = median(n),
# Min = min(n),
# Max = max(n)) %>%
# gt() %>%
# tab_options(table.align = "center") %>%
# cols_width(everything() ~ px(150)) %>%
# cols_align("center")
# listenerRatings %>%
# group_by(speaker_id) %>%
# summarise(n = n()) %>%
# ggplot(aes(n)) +
# geom_density() +
# theme_minimal() +
# labs(x = "Number of Ratings",
# title = "Distribution of N Ratings\nEach Speaker Received") +
# theme(plot.title = element_text(hjust = .5))
Number of ratings each speaker received:
Mean = 151.1
SD = 21.2
Median = 147
Minimum = 107
Maximum = 183
For each speaker, listeners rated how high/low they perceived that speaker on the respective trait.
We then calculated the average and SD for each listeners’ ratings across ALL speakers they rated. I.e., we are less interested in a listener’s individual rating of a speaker, and more interested in their overall rating behaviors, regardless of the characteristics of the speaker.
We repeated this process for age, attractiveness, sex, SES, and masculinity/femininity
df_LRs %>%
head(200) %>% #only display 200 rows
select(-ends_with(".conf")) %>% #confidence ratings not used in current analysis
kbl(table.attr = "style = \"color: black;\"") %>%
kable_styling(bootstrap_options = c("striped", "hover"), position = "center") %>%
scroll_box(width = "100%", height = "300px")
| listener_id | n_ratings | m_age | sd_age | m_withdrawn | sd_withdrawn | m_volatile | sd_volatile | m_neuroticism | sd_neuroticism | m_compassionate | sd_compassionate | m_polite | sd_polite | m_agreeableness | sd_agreeableness | m_industrious | sd_industrious | m_orderly | sd_orderly | m_conscientiousness | sd_conscientiousness | m_enthusiastic | sd_enthusiastic | m_assertive | sd_assertive | m_extraversion | sd_extraversion | m_intellectual | sd_intellectual | m_open | sd_open | m_openint | sd_openint | m_attractive | m_gender | m_ses | m_sex | sd_attractive | sd_gender | sd_ses | sd_sex |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 356 | 74 | 3.729730 | 2.0956399 | 2.621622 | 1.1786073 | 2.824324 | 0.9702155 | 2.722973 | 0.7221633 | 3.040541 | 0.8980830 | 3.108108 | 0.8035464 | 3.074324 | 0.7055671 | 3.756757 | 0.7367238 | 3.837838 | 0.8762784 | 3.797297 | 0.6969548 | 2.743243 | 1.0211572 | 3.040541 | 1.1157550 | 2.891892 | 0.8245807 | 3.513514 | 0.7806433 | 2.797297 | 0.8755387 | 3.155405 | 0.6352956 | 58.39189 | 57.52703 | 2.9054054 | 1.635135 | 10.340528 | 31.29586 | 0.7433526 | 0.4846782 |
| 357 | 17 | 2.352941 | 0.9963167 | 1.823529 | 0.6359338 | 1.235294 | 0.5622957 | 1.529412 | 0.3737725 | 2.823529 | 0.3929526 | 2.941177 | 0.2425356 | 2.882353 | 0.2186187 | 2.882353 | 0.3321056 | 3.117647 | 0.7812132 | 3.000000 | 0.4677072 | 2.647059 | 0.9314757 | 2.705882 | 0.7717436 | 2.676471 | 0.8089572 | 3.176471 | 0.5285941 | 2.764706 | 0.7524470 | 2.970588 | 0.5144958 | 56.58824 | 54.00000 | 2.4705882 | 1.588235 | 8.054958 | 25.94224 | 0.7174301 | 0.5072997 |
| 358 | 74 | 2.391892 | 1.8492321 | 3.175676 | 1.3584652 | 1.891892 | 1.0799235 | 2.533784 | 0.4988417 | 2.243243 | 0.9905141 | 3.391892 | 1.3118800 | 2.817568 | 0.9600739 | 3.608108 | 1.0703676 | 3.243243 | 1.4879499 | 3.425676 | 0.9781252 | 2.297297 | 1.2898947 | 2.527027 | 1.4355847 | 2.412162 | 1.1508130 | 3.391892 | 1.1799416 | 2.094595 | 1.1124319 | 2.743243 | 0.7905401 | 69.59459 | 58.71622 | 2.9594595 | 1.635135 | 19.752523 | 31.32574 | 0.6711101 | 0.4846782 |
| 360 | 99 | 3.747475 | 2.2147162 | 2.222222 | 0.8275308 | 2.464647 | 0.7044050 | 2.343434 | 0.5375989 | 2.656566 | 0.5743073 | 2.707071 | 0.7178842 | 2.681818 | 0.5123702 | 2.696970 | 0.5431305 | 2.737374 | 0.6789226 | 2.717172 | 0.5109096 | 2.222222 | 0.6476891 | 2.343434 | 0.7974656 | 2.282828 | 0.5721496 | 2.838384 | 0.6807420 | 2.414141 | 0.5891901 | 2.626263 | 0.4862572 | 53.48485 | 58.66667 | 2.9090909 | 1.606061 | 11.956864 | 30.13135 | 0.8816833 | 0.4911083 |
| 362 | 24 | 3.625000 | 1.0134959 | 3.541667 | 1.0623668 | 3.041667 | 0.8586727 | 3.291667 | 0.6240935 | 3.208333 | 1.1787675 | 3.541667 | 1.0623668 | 3.375000 | 0.4720446 | 3.416667 | 1.0598058 | 3.500000 | 0.9780193 | 3.458333 | 0.6902531 | 3.666667 | 1.2038585 | 3.583333 | 1.1389036 | 3.625000 | 0.5160468 | 3.541667 | 1.0206207 | 3.375000 | 1.0959411 | 3.458333 | 0.5694518 | 81.08333 | 65.95833 | 3.0000000 | 1.625000 | 7.008794 | 36.30844 | 0.0000000 | 0.4945354 |
| 363 | 15 | 3.000000 | 1.5118579 | 1.266667 | 0.5936168 | 1.866667 | 0.9904304 | 1.566667 | 0.7037316 | 2.600000 | 0.7367884 | 3.133333 | 0.6399405 | 2.866667 | 0.6399405 | 2.800000 | 0.5606119 | 2.600000 | 0.9856108 | 2.700000 | 0.7020379 | 2.266667 | 0.8837151 | 2.200000 | 1.0823255 | 2.233333 | 0.9036961 | 3.266667 | 0.7988086 | 2.600000 | 0.9856108 | 2.933333 | 0.7988086 | 70.20000 | 65.73333 | 2.4000000 | 1.600000 | 14.482502 | 28.67669 | 0.9102590 | 0.5070926 |
| 365 | 24 | 3.416667 | 1.3160107 | 1.375000 | 0.7696696 | 1.791667 | 0.7790276 | 1.583333 | 0.6702801 | 2.541667 | 0.5882300 | 3.000000 | 0.8340577 | 2.770833 | 0.5893837 | 4.833333 | 0.4815434 | 4.791667 | 0.7210600 | 4.812500 | 0.5067479 | 2.875000 | 1.0347232 | 2.500000 | 1.0632191 | 2.687500 | 0.8573531 | 3.125000 | 0.8501918 | 3.375000 | 1.0134959 | 3.250000 | 0.8209221 | 87.83333 | 63.75000 | 2.9166667 | 1.625000 | 8.478447 | 44.52283 | 0.5036102 | 0.4945354 |
| 367 | 86 | 3.430233 | 1.5304032 | 3.081395 | 0.9847677 | 2.767442 | 0.7304216 | 2.924419 | 0.6255230 | 3.058139 | 1.0100047 | 2.848837 | 0.8611544 | 2.953488 | 0.6399812 | 3.069767 | 0.8372321 | 3.104651 | 0.9207295 | 3.087209 | 0.5593687 | 3.139535 | 0.8965659 | 2.872093 | 1.0034823 | 3.005814 | 0.6206931 | 3.116279 | 0.9383164 | 3.011628 | 0.8608366 | 3.063954 | 0.5466288 | 56.79070 | 57.02326 | 2.0348837 | 1.639535 | 18.050332 | 21.41356 | 1.2965808 | 0.4829515 |
| 370 | 24 | 2.166667 | 1.2038585 | 1.333333 | 0.8681147 | 1.041667 | 0.2041241 | 1.187500 | 0.4376941 | 3.541667 | 1.1412871 | 3.750000 | 1.0320937 | 3.645833 | 1.0051948 | 3.833333 | 1.0072203 | 3.708333 | 1.1220775 | 3.770833 | 1.0105871 | 3.041667 | 1.3981095 | 3.875000 | 1.2269616 | 3.458333 | 1.1412871 | 3.916667 | 0.8805466 | 3.708333 | 1.0417029 | 3.812500 | 0.7490937 | 86.45833 | 64.37500 | 3.4166667 | 1.625000 | 12.890776 | 47.02341 | 0.7172815 | 0.4945354 |
| 371 | 24 | 3.208333 | 1.5874280 | 1.583333 | 0.7755316 | 1.458333 | 0.5882300 | 1.520833 | 0.5208514 | 2.666667 | 0.7019641 | 3.083333 | 0.7172815 | 2.875000 | 0.6468990 | 2.875000 | 0.7408867 | 2.958333 | 0.8586727 | 2.916667 | 0.7469746 | 2.583333 | 0.9286112 | 2.416667 | 1.0598058 | 2.500000 | 0.8209221 | 2.750000 | 0.7939992 | 1.958333 | 0.8064504 | 2.354167 | 0.5800893 | 70.83333 | 62.29167 | 3.2916667 | 1.625000 | 14.913276 | 48.06561 | 0.9078961 | 0.4945354 |
| 374 | 49 | 3.183673 | 1.4241001 | 1.816326 | 1.1845089 | 1.428571 | 1.0408330 | 1.622449 | 1.0079404 | 2.102041 | 1.0457234 | 2.795918 | 1.2579678 | 2.448980 | 1.0618621 | 2.795918 | 1.2579678 | 3.224490 | 1.3112543 | 3.010204 | 1.1923794 | 2.428571 | 1.3070323 | 2.877551 | 1.4808873 | 2.653061 | 1.2041771 | 3.367347 | 1.2860449 | 2.265306 | 1.5380658 | 2.816327 | 1.0241555 | 49.63265 | 65.30612 | 0.0408163 | 1.653061 | 2.166928 | 48.09288 | 0.1999149 | 0.4809288 |
| 375 | 24 | 3.250000 | 1.3909646 | 2.478261 | 0.9472239 | 2.750000 | 1.0733936 | 2.565217 | 0.6793103 | 1.916667 | 1.0598058 | 1.291667 | 0.6902531 | 1.604167 | 0.5512667 | 1.166667 | 0.3806935 | 1.166667 | 0.6370221 | 1.166667 | 0.4584157 | 1.208333 | 0.5089774 | 1.250000 | 0.6079188 | 1.229167 | 0.4657665 | 1.291667 | 0.7506036 | 1.083333 | 0.2823299 | 1.187500 | 0.4848240 | 14.95833 | 58.50000 | 0.2500000 | 1.625000 | 23.755053 | 46.88283 | 0.8968544 | 0.4945354 |
| 376 | 49 | 2.591837 | 1.2062056 | 2.877551 | 1.6282999 | 2.693878 | 1.4606517 | 2.785714 | 1.3844373 | 2.775510 | 1.3884240 | 3.408163 | 1.4421969 | 3.091837 | 1.2105159 | 3.510204 | 1.0824827 | 3.591837 | 1.1711527 | 3.551020 | 0.9695623 | 2.734694 | 1.4968788 | 2.612245 | 1.4974468 | 2.673469 | 1.3484212 | 4.061224 | 0.9221389 | 2.816327 | 1.4530639 | 3.438776 | 0.9050360 | 78.24490 | 57.97959 | 3.3469388 | 1.632653 | 15.554381 | 37.97340 | 1.1823532 | 0.4870779 |
| 377 | 24 | 1.916667 | 0.7172815 | 2.333333 | 0.9168313 | 1.333333 | 0.4815434 | 1.833333 | 0.6019293 | 2.291667 | 0.7506036 | 2.875000 | 0.3378320 | 2.583333 | 0.4340574 | 2.958333 | 0.4643056 | 2.791667 | 0.5882300 | 2.875000 | 0.4484272 | 2.291667 | 0.8586727 | 1.500000 | 0.7801895 | 1.895833 | 0.7220015 | 1.875000 | 0.9469631 | 1.666667 | 0.7613870 | 1.770833 | 0.7798992 | 49.79167 | 55.75000 | 3.6666667 | 1.625000 | 1.531670 | 22.68355 | 0.8681147 | 0.4945354 |
| 378 | 24 | 2.291667 | 0.9545847 | 1.166667 | 0.3806935 | 1.291667 | 0.6240935 | 1.229167 | 0.3605300 | 2.958333 | 0.8064504 | 3.333333 | 0.8164966 | 3.145833 | 0.7442412 | 3.291667 | 0.9078961 | 3.583333 | 0.9743076 | 3.437500 | 0.8636689 | 2.166667 | 0.7613870 | 2.666667 | 1.2038585 | 2.416667 | 0.7613870 | 3.375000 | 0.4945354 | 2.916667 | 0.8805466 | 3.145833 | 0.5413182 | 62.41667 | 57.50000 | 2.5833333 | 1.625000 | 22.276751 | 28.55049 | 0.8805466 | 0.4945354 |
| 379 | 99 | 4.212121 | 1.2878770 | 3.535353 | 1.3117455 | 3.414141 | 0.8922581 | 3.474747 | 0.6522087 | 3.494950 | 0.9832655 | 3.545454 | 1.1717136 | 3.520202 | 0.7211074 | 3.747475 | 0.9829509 | 3.737374 | 1.0059604 | 3.742424 | 0.5730496 | 3.626263 | 0.9957651 | 3.858586 | 1.0102546 | 3.742424 | 0.6323088 | 3.717172 | 1.0105606 | 3.818182 | 1.0533100 | 3.767677 | 0.6750402 | 70.91919 | 58.41414 | 2.9494949 | 1.626263 | 20.684548 | 40.37478 | 0.8252858 | 0.4862572 |
| 381 | 24 | 2.041667 | 1.3666578 | 1.500000 | 0.7801895 | 2.083333 | 0.4082483 | 1.791667 | 0.4643056 | 3.000000 | 0.7801895 | 2.750000 | 0.7372098 | 2.875000 | 0.6634888 | 3.625000 | 0.7109394 | 3.500000 | 0.7801895 | 3.562500 | 0.6964584 | 3.333333 | 0.7613870 | 2.750000 | 0.7372098 | 3.041667 | 0.5500329 | 2.750000 | 0.7939992 | 2.666667 | 0.7613870 | 2.708333 | 0.7210600 | 66.16667 | 63.37500 | 2.9166667 | 1.625000 | 15.315995 | 40.97912 | 0.8805466 | 0.4945354 |
| 382 | 24 | 2.250000 | 1.3593477 | 2.291667 | 1.1220775 | 2.208333 | 0.9770927 | 2.250000 | 0.7223151 | 2.833333 | 0.7019641 | 3.375000 | 0.8242256 | 3.104167 | 0.7067865 | 3.166667 | 0.8164966 | 3.000000 | 0.7801895 | 3.083333 | 0.6538625 | 2.666667 | 1.0072203 | 3.041667 | 0.9545847 | 2.854167 | 0.8905197 | 2.666667 | 0.8681147 | 2.541667 | 0.7790276 | 2.604167 | 0.5706435 | 54.00000 | 61.08333 | 3.0833333 | 1.583333 | 16.839395 | 32.18684 | 0.8805466 | 0.5036102 |
| 384 | 124 | 3.991935 | 1.7783521 | 1.717742 | 0.8512113 | 1.685484 | 0.8000705 | 1.701613 | 0.6981956 | 3.306452 | 0.7563006 | 3.451613 | 0.8958335 | 3.379032 | 0.7307724 | 3.250000 | 0.6940514 | 3.088710 | 0.8065998 | 3.169355 | 0.6011070 | 2.822581 | 0.8463061 | 2.838710 | 0.8301934 | 2.830645 | 0.6011070 | 3.225807 | 0.8048502 | 2.975807 | 0.8785031 | 3.100807 | 0.6895852 | 69.77419 | 64.50806 | 2.3467742 | 1.637097 | 26.375906 | 44.44134 | 1.5775063 | 0.4827879 |
| 385 | 124 | 4.354839 | 2.3930575 | 1.701613 | 1.0279021 | 1.766129 | 1.1341619 | 1.733871 | 1.0407070 | 3.169355 | 1.0179029 | 3.362903 | 0.8956505 | 3.266129 | 0.7767859 | 3.298387 | 0.9455057 | 3.266129 | 0.9636387 | 3.282258 | 0.8747635 | 3.379032 | 0.9925965 | 3.161290 | 1.0698157 | 3.270161 | 0.9226138 | 3.314516 | 0.8201421 | 3.362903 | 1.0541029 | 3.338710 | 0.7926194 | 71.64516 | 65.79032 | 2.7258065 | 1.645161 | 21.389608 | 45.80664 | 0.9225161 | 0.4804055 |
| 387 | 74 | 2.405405 | 1.7666540 | 1.821918 | 0.9623823 | 1.486487 | 0.8796519 | 1.657534 | 0.8286398 | 2.824324 | 0.9702155 | 3.324324 | 0.9524030 | 3.074324 | 0.8977996 | 2.864865 | 0.7643481 | 3.189189 | 0.8548921 | 3.027027 | 0.6666821 | 2.621622 | 1.1189856 | 2.621622 | 0.9319695 | 2.621622 | 0.9356370 | 2.972973 | 0.7758861 | 2.824324 | 0.8497882 | 2.898649 | 0.5732611 | 74.98649 | 65.45946 | 3.6756757 | 1.635135 | 23.436591 | 39.06341 | 0.7604632 | 0.4846782 |
| 388 | 49 | 2.530612 | 1.7212161 | 2.551020 | 1.0420577 | 2.489796 | 1.1747774 | 2.520408 | 0.9069132 | 3.551020 | 0.7377111 | 4.142857 | 0.7359801 | 3.846939 | 0.6471418 | 3.877551 | 0.8811132 | 3.836735 | 1.0477543 | 3.857143 | 0.9185587 | 3.448980 | 0.8180573 | 2.877551 | 1.0334540 | 3.163265 | 0.7387190 | 3.000000 | 0.7359801 | 2.857143 | 0.7905694 | 2.928571 | 0.7144345 | 83.24490 | 62.89796 | 2.6734694 | 1.632653 | 11.029375 | 33.48149 | 0.5911766 | 0.4870779 |
| 389 | 182 | 3.862637 | 2.2759443 | 2.065934 | 1.0060831 | 1.769231 | 0.8678025 | 1.917582 | 0.6823090 | 2.450550 | 1.0486902 | 2.835165 | 0.9890420 | 2.642857 | 0.9584913 | 2.747253 | 0.7737889 | 2.972527 | 0.7755327 | 2.859890 | 0.6529880 | 2.038461 | 1.0211324 | 2.423077 | 1.1573046 | 2.230769 | 0.8135852 | 2.736264 | 0.7556076 | 2.192308 | 1.1031578 | 2.464286 | 0.7321272 | 63.04945 | 56.31868 | 3.0769231 | 1.648352 | 18.162641 | 31.48143 | 0.7613708 | 0.4788021 |
| 390 | 25 | 2.360000 | 1.1860298 | 1.400000 | 0.5773503 | 1.200000 | 0.4082483 | 1.300000 | 0.3227486 | 2.920000 | 0.7023769 | 3.440000 | 0.9609024 | 3.180000 | 0.7053368 | 3.600000 | 0.7071068 | 3.720000 | 0.9797959 | 3.660000 | 0.7599342 | 2.480000 | 1.0456258 | 2.600000 | 0.8660254 | 2.540000 | 0.7488881 | 3.600000 | 0.9128709 | 2.760000 | 0.9695360 | 3.180000 | 0.8020806 | 62.52000 | 56.56000 | 3.0400000 | 1.640000 | 17.750868 | 29.12342 | 0.8406347 | 0.4898979 |
| 391 | 25 | 3.040000 | 1.0984838 | 1.520000 | 0.9626353 | 1.080000 | 0.2768875 | 1.300000 | 0.5204165 | 2.800000 | 0.9574271 | 3.400000 | 1.1547005 | 3.100000 | 0.8539126 | 1.800000 | 1.1902381 | 3.280000 | 1.1733144 | 2.540000 | 0.8154753 | 3.120000 | 1.0923980 | 3.440000 | 1.1575837 | 3.280000 | 0.9903703 | 3.360000 | 0.9521905 | 3.320000 | 0.9000000 | 3.340000 | 0.7029699 | 69.00000 | 58.36000 | 1.2800000 | 1.680000 | 15.814023 | 31.32475 | 0.9797959 | 0.4760952 |
| 392 | 24 | 3.875000 | 1.0759223 | 2.500000 | 0.9325048 | 1.666667 | 0.9630868 | 2.083333 | 0.8030738 | 2.791667 | 0.5882300 | 3.166667 | 0.7019641 | 2.979167 | 0.5208514 | 3.083333 | 0.9286112 | 2.916667 | 1.0598058 | 3.000000 | 0.8846517 | 3.208333 | 0.8836272 | 2.958333 | 0.8586727 | 3.083333 | 0.7469746 | 2.958333 | 1.1220775 | 3.000000 | 1.0215078 | 2.979167 | 0.8782290 | 72.25000 | 62.54167 | 2.0000000 | 1.625000 | 18.594646 | 49.39898 | 0.7801895 | 0.4945354 |
| 395 | 10 | 3.000000 | 1.4142136 | 2.700000 | 0.6749486 | 2.800000 | 0.4216370 | 2.750000 | 0.4859127 | 2.900000 | 0.3162278 | 2.900000 | 0.3162278 | 2.900000 | 0.3162278 | 2.900000 | 0.3162278 | 2.800000 | 0.4216370 | 2.850000 | 0.3374743 | 2.600000 | 0.5163978 | 2.800000 | 0.4216370 | 2.700000 | 0.4216370 | 3.000000 | 0.4714045 | 2.800000 | 0.4216370 | 2.900000 | 0.3944053 | 62.10000 | 56.70000 | 1.3000000 | 1.500000 | 20.819062 | 24.56307 | 1.1595018 | 0.5270463 |
| 398 | 37 | 3.054054 | 1.9285277 | 2.432432 | 1.0419144 | 2.864865 | 0.9764494 | 2.648649 | 0.6221029 | 3.324324 | 0.7473678 | 3.135135 | 0.9475747 | 3.229730 | 0.6077577 | 3.405405 | 0.7622867 | 3.081081 | 1.0104558 | 3.243243 | 0.6731107 | 3.675676 | 1.0288628 | 3.189189 | 1.2875005 | 3.432432 | 1.0617214 | 3.162162 | 0.8979456 | 3.459459 | 0.9004503 | 3.310811 | 0.6598753 | 56.72973 | 54.89189 | 2.9459459 | 1.594595 | 14.433081 | 26.97919 | 0.7798129 | 0.4977427 |
| 399 | 75 | 4.053333 | 2.0982189 | 1.453333 | 0.7762232 | 1.360000 | 0.7285676 | 1.406667 | 0.5370926 | 2.960000 | 0.8127365 | 3.320000 | 0.8877545 | 3.140000 | 0.7001930 | 2.906667 | 0.9468773 | 3.053333 | 1.0383632 | 2.980000 | 0.9206343 | 2.693333 | 0.9582266 | 2.653333 | 1.0716662 | 2.673333 | 0.8756979 | 3.320000 | 0.7911675 | 2.293333 | 0.8663894 | 2.806667 | 0.7065970 | 77.29333 | 54.60000 | 2.2133333 | 1.626667 | 12.983121 | 30.07154 | 1.8548208 | 0.4869467 |
| 400 | 24 | 3.125000 | 0.7974143 | 2.333333 | 0.7019641 | 1.125000 | 0.4484272 | 1.729167 | 0.5103104 | 2.750000 | 0.6079188 | 2.875000 | 0.8998792 | 2.812500 | 0.5067479 | 2.833333 | 0.8164966 | 2.958333 | 0.7506036 | 2.895833 | 0.5706435 | 2.916667 | 0.8805466 | 3.041667 | 0.8064504 | 2.979167 | 0.4995469 | 3.291667 | 0.8586727 | 3.125000 | 0.7974143 | 3.208333 | 0.5694518 | 71.50000 | 66.66667 | 2.2916667 | 1.625000 | 15.466654 | 48.15434 | 0.8064504 | 0.4945354 |
| 401 | 124 | 3.411290 | 1.2097981 | 2.758065 | 0.9488630 | 2.572581 | 0.7344417 | 2.665323 | 0.5548082 | 3.072581 | 0.8758122 | 2.854839 | 0.8989022 | 2.963710 | 0.5849515 | 3.088710 | 0.8835635 | 3.016129 | 0.9193836 | 3.052419 | 0.6337992 | 3.040323 | 0.9052619 | 2.943548 | 0.9902157 | 2.991935 | 0.6895971 | 3.209677 | 0.7355568 | 3.241935 | 0.9228003 | 3.225807 | 0.5959035 | 67.23387 | 46.19355 | 2.6854839 | 1.653226 | 21.538436 | 28.63953 | 0.7583351 | 0.4778739 |
| 402 | 75 | 4.080000 | 1.6986481 | 1.853333 | 0.9400019 | 1.826667 | 0.9353903 | 1.840000 | 0.7761652 | 2.626667 | 0.8182601 | 2.640000 | 1.0984018 | 2.633333 | 0.6990985 | 2.853333 | 1.1353453 | 2.960000 | 0.8291969 | 2.906667 | 0.7383937 | 2.946667 | 1.0766983 | 3.133333 | 0.9491580 | 3.040000 | 0.7744222 | 2.613333 | 1.2180327 | 2.586667 | 1.0146672 | 2.600000 | 0.8891235 | 59.61333 | 64.73333 | 2.0133333 | 1.640000 | 13.024814 | 41.27113 | 1.1088506 | 0.4832324 |
| 403 | 124 | 4.370968 | 1.7736451 | 1.693548 | 1.0373310 | 2.370968 | 1.1438613 | 2.032258 | 0.5400314 | 2.750000 | 0.8127540 | 3.903226 | 0.6677149 | 3.326613 | 0.5336039 | 3.951613 | 0.7635480 | 3.798387 | 0.7648778 | 3.875000 | 0.6202052 | 3.572581 | 1.2041486 | 3.500000 | 1.0000000 | 3.536290 | 0.9735807 | 3.161290 | 0.7143944 | 3.040323 | 0.8779058 | 3.100807 | 0.6278750 | 78.58871 | 64.38710 | 3.0564516 | 1.637097 | 15.065716 | 42.62995 | 1.6245195 | 0.4827879 |
| 404 | 124 | 2.411290 | 1.5618006 | 1.475807 | 0.7038074 | 1.306452 | 0.6269998 | 1.391129 | 0.4879044 | 3.306452 | 0.8378973 | 3.508065 | 0.7808268 | 3.407258 | 0.7660662 | 3.000000 | 0.6115421 | 3.427419 | 0.8280979 | 3.213710 | 0.5884159 | 3.024193 | 0.7700038 | 3.080645 | 0.9335375 | 3.052419 | 0.7264418 | 3.548387 | 0.6420855 | 2.508065 | 0.9239010 | 3.028226 | 0.6158556 | 80.00000 | 63.87903 | 0.0322581 | 1.637097 | 8.374370 | 47.44301 | 0.3592106 | 0.4827879 |
| 405 | 25 | 5.080000 | 1.9561868 | 2.040000 | 0.9345231 | 1.920000 | 0.8621678 | 1.980000 | 0.7836879 | 2.880000 | 0.7257180 | 2.520000 | 0.8225975 | 2.700000 | 0.6123724 | 2.640000 | 0.5686241 | 2.400000 | 0.6454972 | 2.520000 | 0.4890467 | 2.960000 | 0.9345231 | 2.480000 | 0.5859465 | 2.720000 | 0.5220153 | 2.480000 | 0.6531973 | 2.920000 | 0.8124038 | 2.700000 | 0.5204165 | 55.56000 | 58.00000 | 3.0400000 | 1.640000 | 18.239335 | 35.56684 | 0.7895146 | 0.4898979 |
| 407 | 99 | 2.777778 | 1.8213897 | 1.838384 | 1.0172700 | 1.444444 | 0.6884206 | 1.641414 | 0.6430175 | 4.060606 | 0.8785213 | 4.202020 | 0.8204006 | 4.131313 | 0.7811094 | 4.505051 | 0.6757269 | 4.606061 | 0.6359660 | 4.555556 | 0.5709323 | 3.656566 | 0.9810617 | 3.878788 | 0.9177693 | 3.767677 | 0.8216246 | 4.656566 | 0.5182706 | 4.080808 | 0.9441200 | 4.368687 | 0.6412116 | 82.56566 | 68.01010 | 2.0303030 | 1.656566 | 11.717910 | 32.71382 | 1.4808612 | 0.4772715 |
| 408 | 49 | 3.510204 | 1.9052827 | 2.000000 | 0.8416254 | 1.632653 | 0.7272631 | 1.816326 | 0.5835762 | 3.367347 | 0.8825597 | 3.448980 | 0.9587584 | 3.408163 | 0.7949939 | 3.632653 | 1.0546302 | 3.367347 | 1.1671525 | 3.500000 | 1.0000000 | 3.183673 | 1.3795149 | 3.244898 | 1.3923992 | 3.214286 | 1.1133658 | 3.367347 | 0.6980293 | 3.163265 | 0.9431096 | 3.265306 | 0.6854290 | 66.89796 | 56.93878 | 2.7551020 | 1.612245 | 14.806030 | 33.16713 | 1.0109940 | 0.4922875 |
| 410 | 49 | 2.836735 | 1.6117658 | 1.795918 | 0.9995747 | 1.836735 | 1.0072020 | 1.816326 | 0.7266782 | 2.163265 | 1.1609432 | 2.918367 | 0.9317710 | 2.540816 | 0.8154545 | 2.510204 | 1.0231172 | 2.244898 | 1.0514001 | 2.377551 | 0.7874710 | 2.673469 | 1.0875767 | 2.081633 | 1.0961435 | 2.377551 | 0.8449027 | 1.897959 | 0.9627413 | 2.408163 | 1.1350178 | 2.153061 | 0.8490441 | 67.02041 | 56.46939 | 2.8979592 | 1.673469 | 17.036101 | 26.36214 | 0.5861206 | 0.4738035 |
| 411 | 50 | 2.920000 | 2.3197466 | 2.140000 | 0.6064282 | 1.840000 | 0.9337220 | 1.990000 | 0.5391793 | 2.820000 | 0.8964784 | 3.240000 | 0.9806287 | 3.030000 | 0.8595799 | 2.880000 | 0.8722479 | 2.960000 | 1.1598733 | 2.920000 | 0.9111554 | 2.960000 | 0.8071113 | 2.420000 | 0.9278019 | 2.690000 | 0.7415510 | 2.680000 | 0.9354689 | 2.400000 | 0.8571429 | 2.540000 | 0.7879190 | 58.64000 | 50.78000 | 2.9400000 | 1.620000 | 15.783950 | 37.10839 | 0.8184106 | 0.4903144 |
| 412 | 76 | 2.750000 | 1.6010413 | 1.947368 | 0.6087087 | 2.171053 | 0.7190393 | 2.059210 | 0.4616428 | 2.736842 | 0.5743035 | 3.197368 | 0.5169071 | 2.967105 | 0.4642954 | 2.644737 | 0.7430379 | 2.921053 | 0.8908896 | 2.782895 | 0.7453658 | 2.631579 | 0.6701663 | 2.447368 | 0.9985955 | 2.539474 | 0.7200146 | 2.302632 | 0.6736911 | 2.960526 | 0.7906249 | 2.631579 | 0.5559881 | 50.06579 | 59.28947 | 2.5394737 | 1.631579 | 9.246744 | 34.66634 | 1.0512315 | 0.4855816 |
| 413 | 15 | 3.000000 | 2.0701967 | 1.866667 | 0.9904304 | 1.466667 | 0.6399405 | 1.666667 | 0.6725927 | 2.666667 | 0.7237469 | 2.800000 | 0.6761234 | 2.733333 | 0.6229729 | 2.333333 | 0.4879500 | 2.666667 | 0.4879500 | 2.500000 | 0.3779645 | 2.533333 | 1.1872337 | 2.266667 | 0.4577377 | 2.400000 | 0.6035609 | 2.666667 | 0.4879500 | 2.466667 | 0.5163978 | 2.566667 | 0.3199702 | 62.20000 | 65.33333 | 2.8000000 | 1.666667 | 14.571008 | 39.80249 | 0.6761234 | 0.4879500 |
| 414 | 25 | 3.280000 | 1.8375709 | 2.520000 | 1.4753531 | 1.560000 | 0.8205689 | 2.040000 | 0.6601767 | 2.520000 | 0.8225975 | 2.640000 | 0.7000000 | 2.580000 | 0.6238322 | 2.520000 | 0.9183318 | 2.640000 | 1.0360180 | 2.580000 | 0.9318440 | 2.000000 | 1.0408330 | 2.040000 | 1.0984838 | 2.020000 | 1.0255080 | 2.480000 | 0.7702813 | 2.960000 | 1.0198039 | 2.720000 | 0.7648529 | 53.56000 | 59.36000 | 2.7600000 | 1.600000 | 6.364485 | 33.48492 | 0.6633250 | 0.5000000 |
| 416 | 25 | 4.680000 | 2.4785749 | 1.360000 | 0.8602325 | 1.400000 | 0.5000000 | 1.380000 | 0.5642104 | 3.200000 | 0.5773503 | 3.400000 | 0.7071068 | 3.300000 | 0.5951190 | 3.440000 | 1.0033278 | 3.440000 | 1.2274635 | 3.440000 | 1.0637982 | 2.880000 | 1.1298968 | 2.600000 | 1.1547005 | 2.740000 | 1.0012492 | 3.840000 | 0.8000000 | 3.000000 | 0.7637626 | 3.420000 | 0.6069047 | 61.44000 | 61.24000 | 2.2400000 | 1.600000 | 22.160550 | 48.82049 | 1.3625956 | 0.5000000 |
| 417 | 25 | 4.640000 | 1.0360180 | 1.000000 | 0.0000000 | 1.000000 | 0.0000000 | 1.000000 | 0.0000000 | 3.040000 | 0.2000000 | 3.040000 | 0.2000000 | 3.040000 | 0.2000000 | 3.000000 | 0.0000000 | 3.000000 | 0.0000000 | 3.000000 | 0.0000000 | 3.040000 | 0.2000000 | 3.000000 | 0.0000000 | 3.020000 | 0.1000000 | 3.000000 | 0.0000000 | 3.000000 | 0.0000000 | 3.000000 | 0.0000000 | 67.80000 | 56.32000 | 0.0000000 | 1.600000 | 5.307228 | 27.82942 | 0.0000000 | 0.5000000 |
| 421 | 124 | 3.282258 | 1.1516018 | 2.072581 | 1.0054598 | 1.677419 | 0.7047849 | 1.875000 | 0.5581073 | 3.032258 | 0.7318035 | 3.209677 | 0.7785143 | 3.120968 | 0.7110366 | 3.048387 | 0.7309070 | 2.975807 | 0.8597949 | 3.012097 | 0.7113017 | 2.911290 | 0.9017787 | 2.967742 | 1.0275512 | 2.939516 | 0.8916796 | 3.145161 | 0.6463600 | 3.040323 | 0.7798185 | 3.092742 | 0.6226319 | 49.47581 | 58.12097 | 3.4758065 | 1.637097 | 4.605518 | 31.79753 | 0.8406706 | 0.4827879 |
| 422 | 25 | 3.760000 | 0.8793937 | 2.200000 | 0.5000000 | 2.080000 | 0.4000000 | 2.140000 | 0.2708013 | 2.440000 | 0.5066228 | 2.880000 | 0.6658328 | 2.660000 | 0.5147815 | 2.680000 | 0.6904105 | 3.040000 | 0.6757712 | 2.860000 | 0.6041523 | 2.600000 | 0.6454972 | 2.440000 | 0.5066228 | 2.520000 | 0.4890467 | 3.000000 | 0.5773503 | 2.600000 | 0.5000000 | 2.800000 | 0.4564355 | 82.32000 | 56.24000 | 2.6400000 | 1.600000 | 3.727376 | 37.25395 | 0.4898979 | 0.5000000 |
| 424 | 100 | 3.580000 | 2.4829927 | 1.370000 | 0.5800557 | 1.470000 | 0.7713952 | 1.420000 | 0.5304848 | 2.790000 | 1.1659738 | 3.200000 | 0.9101004 | 2.995000 | 0.9961922 | 3.200000 | 0.7784989 | 3.490000 | 0.7976607 | 3.345000 | 0.7443219 | 2.320000 | 1.1090081 | 2.380000 | 1.0519823 | 2.350000 | 0.7897705 | 2.900000 | 0.9156330 | 1.910000 | 0.8299325 | 2.405000 | 0.6501554 | 79.85000 | 63.38000 | 3.1900000 | 1.650000 | 17.608179 | 45.19850 | 0.7343657 | 0.4793725 |
| 425 | 24 | 3.625000 | 1.6100905 | 1.416667 | 0.5036102 | 2.041667 | 0.9545847 | 1.729167 | 0.6251811 | 2.333333 | 0.5646597 | 2.833333 | 0.6370221 | 2.583333 | 0.5450701 | 3.250000 | 0.6756639 | 3.041667 | 0.7506036 | 3.145833 | 0.5208514 | 2.791667 | 0.8836272 | 2.166667 | 1.0494995 | 2.479167 | 0.6164267 | 3.083333 | 0.7172815 | 2.166667 | 0.9168313 | 2.625000 | 0.6298723 | 61.50000 | 60.91667 | 1.8333333 | 1.625000 | 9.278306 | 28.42827 | 1.6061476 | 0.4945354 |
| 427 | 10 | 3.400000 | 1.7763883 | 2.100000 | 0.8755950 | 2.800000 | 1.1352924 | 2.450000 | 0.7245688 | 2.600000 | 0.9660918 | 3.100000 | 0.7378648 | 2.850000 | 0.7835106 | 3.200000 | 0.9189366 | 3.200000 | 0.7888106 | 3.200000 | 0.7888106 | 2.500000 | 1.0801234 | 3.000000 | 0.9428090 | 2.750000 | 0.9204468 | 3.500000 | 0.8498366 | 2.800000 | 0.9189366 | 3.150000 | 0.6687468 | 41.30000 | 51.10000 | 2.5000000 | 1.500000 | 20.336339 | 38.97991 | 0.8498366 | 0.5270463 |
| 428 | 124 | 3.959677 | 1.9059137 | 1.346774 | 0.6507576 | 1.266129 | 0.5995780 | 1.306452 | 0.4715899 | 3.806452 | 0.7722570 | 3.879032 | 0.7607521 | 3.842742 | 0.7418033 | 3.830645 | 0.8334645 | 3.814516 | 0.8682937 | 3.822581 | 0.8219389 | 3.354839 | 0.8282958 | 2.693548 | 1.0528893 | 3.024193 | 0.7673596 | 3.612903 | 0.8333464 | 3.709677 | 0.8532501 | 3.661290 | 0.7665475 | 74.60484 | 61.15323 | 3.4435484 | 1.629032 | 26.230318 | 40.79077 | 0.8770091 | 0.4850235 |
| 429 | 11 | 4.636364 | 1.2862914 | 4.090909 | 0.7006490 | 3.727273 | 0.9045340 | 3.909091 | 0.5393599 | 4.090909 | 0.8312094 | 3.727273 | 0.7862454 | 3.909091 | 0.4908249 | 4.545454 | 0.5222330 | 3.545454 | 0.9341987 | 4.045454 | 0.5222330 | 4.090909 | 1.0444659 | 4.090909 | 0.8312094 | 4.090909 | 0.6640099 | 4.090909 | 0.9438798 | 4.454546 | 0.6875517 | 4.272727 | 0.5640761 | 82.90909 | 62.27273 | 2.5454545 | 1.545454 | 8.949352 | 41.51407 | 0.6875517 | 0.5222330 |
| 433 | 24 | 3.416667 | 1.0179548 | 2.000000 | 0.7223151 | 1.916667 | 0.8297022 | 1.958333 | 0.6240935 | 2.333333 | 0.9168313 | 2.166667 | 0.9630868 | 2.250000 | 0.7518094 | 2.291667 | 0.6902531 | 2.000000 | 0.8340577 | 2.145833 | 0.5208514 | 2.125000 | 0.6796738 | 2.458333 | 0.8836272 | 2.291667 | 0.6412736 | 2.416667 | 0.5835921 | 2.708333 | 0.8586727 | 2.562500 | 0.6309499 | 55.12500 | 62.45833 | 2.5000000 | 1.583333 | 26.649598 | 45.57839 | 0.6593805 | 0.5036102 |
| 435 | 24 | 3.791667 | 1.8645239 | 1.666667 | 0.8164966 | 1.625000 | 0.9237212 | 1.645833 | 0.6507382 | 4.416667 | 0.6538625 | 4.541667 | 0.7790276 | 4.479167 | 0.6338147 | 4.333333 | 0.8164966 | 4.250000 | 0.8469896 | 4.291667 | 0.7506036 | 4.166667 | 0.8681147 | 3.458333 | 1.2150923 | 3.812500 | 0.7194880 | 3.708333 | 1.1220775 | 3.958333 | 1.0417029 | 3.833333 | 0.8805466 | 77.45833 | 63.87500 | 2.6250000 | 1.583333 | 13.554974 | 43.33220 | 0.9696481 | 0.5036102 |
| 436 | 50 | 2.840000 | 1.8990868 | 1.660000 | 0.8478063 | 1.760000 | 0.6565214 | 1.710000 | 0.5448273 | 3.060000 | 0.7117096 | 3.280000 | 0.7835034 | 3.170000 | 0.6194962 | 3.200000 | 0.6388766 | 3.300000 | 0.6468132 | 3.250000 | 0.5736564 | 2.940000 | 0.7117096 | 3.040000 | 0.8797031 | 2.990000 | 0.6427778 | 3.260000 | 0.5996598 | 2.960000 | 0.7273098 | 3.110000 | 0.4978525 | 80.98000 | 54.42000 | 2.7600000 | 1.620000 | 10.962813 | 37.69918 | 0.6565214 | 0.4903144 |
| 437 | 17 | 3.352941 | 1.7299269 | 1.882353 | 1.1114379 | 2.588235 | 1.1213175 | 2.235294 | 0.7524470 | 3.000000 | 1.2747549 | 2.941177 | 1.1974237 | 2.970588 | 1.1655282 | 3.941177 | 1.0289915 | 3.764706 | 1.5218990 | 3.852941 | 1.1694644 | 2.235294 | 1.2514697 | 3.176471 | 1.5506166 | 2.705882 | 1.0009187 | 2.764706 | 1.4374201 | 2.588235 | 1.2776357 | 2.676471 | 1.0744356 | 57.35294 | 53.17647 | 3.8235294 | 1.588235 | 30.779338 | 36.32533 | 0.7276069 | 0.5072997 |
| 439 | 24 | 3.041667 | 1.0417029 | 3.125000 | 0.4484272 | 2.958333 | 0.3586408 | 3.041667 | 0.2518051 | 3.291667 | 0.5500329 | 3.250000 | 0.4423259 | 3.270833 | 0.3605300 | 3.333333 | 0.5646597 | 3.208333 | 0.5089774 | 3.270833 | 0.4164855 | 3.458333 | 0.5882300 | 3.291667 | 0.5500329 | 3.375000 | 0.4720446 | 3.208333 | 0.5089774 | 3.291667 | 0.5500329 | 3.250000 | 0.2553770 | 59.25000 | 53.70833 | 2.1250000 | 1.666667 | 23.037304 | 29.03443 | 0.8998792 | 0.4815434 |
| 441 | 49 | 3.326531 | 1.8972321 | 1.714286 | 0.6770032 | 1.938775 | 0.8012533 | 1.826531 | 0.6085418 | 3.183673 | 0.8820778 | 3.244898 | 0.9901728 | 3.214286 | 0.8838835 | 3.346939 | 0.9025663 | 3.183673 | 0.8081220 | 3.265306 | 0.7977967 | 2.979592 | 0.8033730 | 3.224490 | 1.2292495 | 3.102041 | 0.7904350 | 3.469388 | 0.7388629 | 2.897959 | 0.9408528 | 3.183673 | 0.7121993 | 82.42857 | 61.63265 | 3.0612245 | 1.632653 | 12.974334 | 32.59262 | 0.7474446 | 0.4870779 |
| 442 | 50 | 3.600000 | 1.9794866 | 1.820000 | 1.1008346 | 2.280000 | 1.0887177 | 2.050000 | 0.8033730 | 2.620000 | 0.9010198 | 2.920000 | 0.9222864 | 2.770000 | 0.7838289 | 3.060000 | 0.8900814 | 3.080000 | 0.8290639 | 3.070000 | 0.7759786 | 2.920000 | 1.0466662 | 2.860000 | 1.0881552 | 2.890000 | 1.0216533 | 2.980000 | 0.8687312 | 2.820000 | 0.9189613 | 2.900000 | 0.8329931 | 71.52000 | 57.96000 | 0.9400000 | 1.620000 | 22.067836 | 31.65694 | 1.5038726 | 0.4903144 |
| 443 | 99 | 3.919192 | 2.2618250 | 1.595960 | 0.6986750 | 1.555556 | 0.6734350 | 1.575758 | 0.4810895 | 2.787879 | 0.6106659 | 3.080808 | 0.6173804 | 2.934343 | 0.5470070 | 2.969697 | 0.5431305 | 3.121212 | 0.7038194 | 3.045454 | 0.5582905 | 2.444444 | 0.8234103 | 2.797980 | 0.6848178 | 2.621212 | 0.6230722 | 2.737374 | 0.5990785 | 2.727273 | 0.6672848 | 2.732323 | 0.5638476 | 51.08081 | 57.40404 | 2.7474747 | 1.636364 | 8.293933 | 25.81169 | 0.8729896 | 0.4834938 |
| 445 | 24 | 1.708333 | 0.4643056 | 2.208333 | 0.8329709 | 1.833333 | 0.7613870 | 2.020833 | 0.6338147 | 2.708333 | 0.8064504 | 3.458333 | 0.8329709 | 3.083333 | 0.7019641 | 3.333333 | 0.8164966 | 3.208333 | 0.8836272 | 3.270833 | 0.7937140 | 2.583333 | 1.0598058 | 2.083333 | 1.1764599 | 2.333333 | 0.9048981 | 3.125000 | 0.9469631 | 3.125000 | 1.1156008 | 3.125000 | 0.9469631 | 56.12500 | 62.12500 | 2.3750000 | 1.625000 | 27.219418 | 40.30893 | 0.5757792 | 0.4945354 |
| 446 | 124 | 3.048387 | 1.5025985 | 1.403226 | 0.4925354 | 1.919355 | 0.3275128 | 1.661290 | 0.2959646 | 3.177419 | 0.6753305 | 3.362903 | 0.5309093 | 3.270161 | 0.5234314 | 3.500000 | 0.5630925 | 3.612903 | 0.5802954 | 3.556452 | 0.4694300 | 2.927419 | 0.6647132 | 2.766129 | 0.7225617 | 2.846774 | 0.4945944 | 3.266129 | 0.5426354 | 3.088710 | 0.7436681 | 3.177419 | 0.4471843 | 61.61290 | 59.84677 | 3.3548387 | 1.629032 | 7.857170 | 33.76630 | 0.4804055 | 0.4850235 |
| 447 | 124 | 3.951613 | 1.8950292 | 2.548387 | 1.4725391 | 2.137097 | 1.3515103 | 2.342742 | 1.1268471 | 3.008065 | 1.1511462 | 3.612903 | 1.2343964 | 3.310484 | 1.0584402 | 4.056452 | 1.2834305 | 4.370968 | 0.9915721 | 4.213710 | 0.9221162 | 2.338710 | 1.1609297 | 3.685484 | 1.4277558 | 3.012097 | 0.9315249 | 3.129032 | 1.3790992 | 3.282258 | 1.4288575 | 3.205645 | 0.9151216 | 66.63710 | 54.70161 | 2.6693548 | 1.653226 | 26.135462 | 33.89510 | 1.0799110 | 0.4778739 |
| 448 | 25 | 3.560000 | 2.4337899 | 1.625000 | 0.8753881 | 2.320000 | 1.0692677 | 1.979167 | 0.7294901 | 2.280000 | 1.0214369 | 2.600000 | 1.0408330 | 2.440000 | 0.9278110 | 3.080000 | 1.1874342 | 3.120000 | 1.0923980 | 3.100000 | 1.0000000 | 2.160000 | 0.8504901 | 2.440000 | 1.0832051 | 2.300000 | 0.7500000 | 2.720000 | 1.3391540 | 1.880000 | 1.2355835 | 2.300000 | 0.9464847 | 63.56000 | 58.48000 | 2.6800000 | 1.600000 | 14.648891 | 38.94025 | 1.3759845 | 0.5000000 |
| 449 | 124 | 3.274193 | 2.0888349 | 1.669355 | 0.6713870 | 1.669355 | 0.6340190 | 1.669355 | 0.4126412 | 2.459677 | 0.8591847 | 3.217742 | 0.8607095 | 2.838710 | 0.8002753 | 3.475807 | 0.6043704 | 3.354839 | 0.7006797 | 3.415323 | 0.5728327 | 3.048387 | 0.8912843 | 2.370968 | 1.1438613 | 2.709677 | 0.7438003 | 3.145161 | 0.6206939 | 2.145161 | 0.7618287 | 2.645161 | 0.5622769 | 90.58065 | 63.04032 | 2.6854839 | 1.637097 | 9.816277 | 46.75423 | 0.6670763 | 0.4827879 |
| 451 | 49 | 3.551020 | 1.9797014 | 1.653061 | 0.8049591 | 1.102041 | 0.3058389 | 1.377551 | 0.4844521 | 2.551020 | 0.7377111 | 3.224490 | 0.6851188 | 2.887755 | 0.6060915 | 2.326531 | 0.7468756 | 2.897959 | 0.8227215 | 2.612245 | 0.6790412 | 1.857143 | 0.7637626 | 1.836735 | 0.8743316 | 1.846939 | 0.6785714 | 2.979592 | 0.6919115 | 2.326531 | 0.6578929 | 2.653061 | 0.5224550 | 64.91837 | 60.57143 | 2.4081633 | 1.612245 | 14.282619 | 39.94006 | 0.5369034 | 0.4922875 |
| 452 | 10 | 3.800000 | 2.2509257 | 1.700000 | 0.8232726 | 1.900000 | 0.8755950 | 1.800000 | 0.5868939 | 2.000000 | 0.8164966 | 2.500000 | 1.0801234 | 2.250000 | 0.8579692 | 2.700000 | 1.2516656 | 2.900000 | 1.5238839 | 2.800000 | 1.3581033 | 2.600000 | 1.5776213 | 2.300000 | 1.2516656 | 2.450000 | 1.3426756 | 2.600000 | 1.5055453 | 2.200000 | 1.1352924 | 2.400000 | 1.1737878 | 48.90000 | 61.60000 | 3.2000000 | 1.600000 | 0.875595 | 46.94962 | 1.3165612 | 0.5163978 |
| 453 | 25 | 3.360000 | 1.8000000 | 2.240000 | 1.1284207 | 2.560000 | 0.9609024 | 2.400000 | 0.5951190 | 1.440000 | 0.7681146 | 2.600000 | 0.7637626 | 2.020000 | 0.5859465 | 3.040000 | 1.0198039 | 3.240000 | 0.9255629 | 3.140000 | 0.7842194 | 2.360000 | 1.0754844 | 2.640000 | 1.0754844 | 2.500000 | 0.9895285 | 3.000000 | 0.7637626 | 2.040000 | 1.2409674 | 2.520000 | 0.8597480 | 47.56000 | 51.24000 | 1.0000000 | 1.600000 | 5.838664 | 24.46303 | 1.5000000 | 0.5000000 |
| 454 | 25 | 2.640000 | 1.2543258 | 1.400000 | 0.7637626 | 1.160000 | 0.4725816 | 1.280000 | 0.4582576 | 2.040000 | 1.0598742 | 2.920000 | 1.1518102 | 2.480000 | 1.0255080 | 1.440000 | 0.7118052 | 2.280000 | 0.9797959 | 1.860000 | 0.6211548 | 1.640000 | 0.9521905 | 1.600000 | 0.8660254 | 1.620000 | 0.6000000 | 2.760000 | 0.6633250 | 2.000000 | 1.1547005 | 2.380000 | 0.7112196 | 60.60000 | 64.24000 | 2.2000000 | 1.640000 | 11.905881 | 47.44144 | 1.6072751 | 0.4898979 |
| 456 | 25 | 2.480000 | 2.2752289 | 2.720000 | 0.9797959 | 2.400000 | 0.8164966 | 2.560000 | 0.8205689 | 2.960000 | 0.7895146 | 2.720000 | 0.8426150 | 2.840000 | 0.6409628 | 2.680000 | 0.6904105 | 3.000000 | 0.9574271 | 2.840000 | 0.6726812 | 3.160000 | 0.8981462 | 2.680000 | 0.9000000 | 2.920000 | 0.7314369 | 2.800000 | 0.9128709 | 2.520000 | 0.7141428 | 2.660000 | 0.5722762 | 54.44000 | 53.40000 | 1.5600000 | 1.640000 | 21.907153 | 31.14081 | 1.4165686 | 0.4898979 |
| 459 | 25 | 3.600000 | 2.2173558 | 1.840000 | 1.0677078 | 2.760000 | 0.8793937 | 2.300000 | 0.7071068 | 2.840000 | 0.8000000 | 3.120000 | 0.8326664 | 2.980000 | 0.7427427 | 3.560000 | 0.8698659 | 3.120000 | 0.7810250 | 3.340000 | 0.7735201 | 2.800000 | 0.8660254 | 3.000000 | 1.1547005 | 2.900000 | 0.8779711 | 2.880000 | 0.9273618 | 2.480000 | 0.5859465 | 2.680000 | 0.6103278 | 64.20000 | 63.84000 | 3.2800000 | 1.640000 | 21.301408 | 45.40987 | 0.6782330 | 0.4898979 |
| 461 | 21 | 1.809524 | 0.4023739 | 1.666667 | 0.6582806 | 2.000000 | 0.7745967 | 1.833333 | 0.6390097 | 2.904762 | 0.7684245 | 3.571429 | 0.9258201 | 3.238095 | 0.7684245 | 2.952381 | 0.9206623 | 3.285714 | 1.1019463 | 3.119048 | 0.9605306 | 2.952381 | 1.1169687 | 3.142857 | 1.0141851 | 3.047619 | 0.9605306 | 2.952381 | 0.9734573 | 2.380952 | 0.8646497 | 2.666667 | 0.7472171 | 72.66667 | 60.76190 | 2.5714286 | 1.666667 | 12.183322 | 32.60353 | 1.4342743 | 0.4830459 |
| 463 | 25 | 2.080000 | 1.0376255 | 2.880000 | 1.0923980 | 2.440000 | 1.0832051 | 2.660000 | 1.0480140 | 2.000000 | 1.0000000 | 2.520000 | 1.0456258 | 2.260000 | 0.9802211 | 2.760000 | 0.9695360 | 2.880000 | 0.9273618 | 2.820000 | 0.9228579 | 1.760000 | 0.9255629 | 2.160000 | 1.1430952 | 1.960000 | 0.7205322 | 2.520000 | 0.5859465 | 2.320000 | 1.1445523 | 2.420000 | 0.6563790 | 59.80000 | 58.52000 | 2.1200000 | 1.640000 | 15.242484 | 33.36555 | 1.3329166 | 0.4898979 |
| 467 | 75 | 3.453333 | 1.7880484 | 1.680000 | 0.7196095 | 1.400000 | 0.5198752 | 1.540000 | 0.5183133 | 2.640000 | 0.6904757 | 2.653333 | 0.7796973 | 2.646667 | 0.7155292 | 2.360000 | 0.4832324 | 2.426667 | 0.5735931 | 2.393333 | 0.4952022 | 2.346667 | 0.9514332 | 2.000000 | 0.6974858 | 2.173333 | 0.6498094 | 2.400000 | 0.5694948 | 2.480000 | 0.6443098 | 2.440000 | 0.4499249 | 55.24000 | 59.17333 | 3.0666667 | 1.653333 | 16.723377 | 26.23716 | 0.5773503 | 0.4791133 |
| 469 | 124 | 4.169355 | 2.3503045 | 1.669355 | 0.7621298 | 2.427419 | 0.8182212 | 2.048387 | 0.4955877 | 2.790323 | 0.6282534 | 3.467742 | 0.6556259 | 3.129032 | 0.5553545 | 2.911290 | 0.4599770 | 3.040323 | 0.5616351 | 2.975807 | 0.4635268 | 2.475807 | 0.7152657 | 2.024193 | 0.8111390 | 2.250000 | 0.5963984 | 2.895161 | 0.4740167 | 2.475807 | 0.6803121 | 2.685484 | 0.4251625 | 60.00000 | 54.42742 | 0.4516129 | 1.629032 | 12.846182 | 24.89986 | 1.0846665 | 0.4850235 |
| 470 | 25 | 3.640000 | 1.1503623 | 1.920000 | 0.8621678 | 1.480000 | 0.6531973 | 1.700000 | 0.6123724 | 2.880000 | 0.8812869 | 3.680000 | 0.4760952 | 3.280000 | 0.5787918 | 3.080000 | 1.0376255 | 3.120000 | 0.6658328 | 3.100000 | 0.7359801 | 2.280000 | 0.8426150 | 2.360000 | 0.9073772 | 2.320000 | 0.7199537 | 2.280000 | 0.6782330 | 3.280000 | 0.7371115 | 2.780000 | 0.5416026 | 61.88000 | 64.84000 | 3.1600000 | 1.680000 | 22.219211 | 33.98245 | 0.7461010 | 0.4760952 |
| 476 | 25 | 3.040000 | 2.2263573 | 1.640000 | 0.8103497 | 1.640000 | 0.7571878 | 1.640000 | 0.4681524 | 2.920000 | 0.7023769 | 3.520000 | 0.7702813 | 3.220000 | 0.6934215 | 3.440000 | 0.8698659 | 3.520000 | 0.7702813 | 3.480000 | 0.7702813 | 2.840000 | 0.8504901 | 2.680000 | 0.9451631 | 2.760000 | 0.8180261 | 3.800000 | 0.6454972 | 2.720000 | 0.9363048 | 3.260000 | 0.7088723 | 51.36000 | 54.84000 | 2.4400000 | 1.640000 | 17.663239 | 38.82405 | 0.7681146 | 0.4898979 |
| 479 | 124 | 2.846774 | 1.5090209 | 1.645161 | 0.7346649 | 1.717742 | 0.8793982 | 1.681452 | 0.6757552 | 3.233871 | 1.1413077 | 3.911290 | 0.8927176 | 3.572581 | 0.9210580 | 4.193548 | 0.7827138 | 3.983871 | 0.8262352 | 4.088710 | 0.7186493 | 2.943548 | 0.8862309 | 3.540323 | 1.1989100 | 3.241935 | 0.8776444 | 3.919355 | 0.9159541 | 3.153226 | 0.9880946 | 3.536290 | 0.7708442 | 60.07258 | 63.26613 | 2.1693548 | 1.637097 | 16.164889 | 45.25216 | 1.3835372 | 0.4827879 |
| 480 | 100 | 3.390000 | 1.6750999 | 2.484849 | 1.0037037 | 2.500000 | 1.0200020 | 2.484849 | 0.5909804 | 2.820000 | 0.9031930 | 3.250000 | 0.8211227 | 3.035000 | 0.7857795 | 2.810000 | 0.6918720 | 2.870000 | 0.7608475 | 2.840000 | 0.6699917 | 2.240000 | 0.7401883 | 2.840000 | 0.8130253 | 2.540000 | 0.5397343 | 3.010000 | 0.8102251 | 2.760000 | 0.7401883 | 2.885000 | 0.5543902 | 51.94000 | 60.60000 | 2.8200000 | 1.600000 | 22.322621 | 39.47458 | 1.2175485 | 0.4923660 |
| 482 | 18 | 2.888889 | 1.0226200 | 2.500000 | 1.6179144 | 1.888889 | 0.9633818 | 2.194444 | 0.7099894 | 4.333333 | 0.4850713 | 4.555556 | 0.7047922 | 4.444444 | 0.4501271 | 3.555556 | 0.7047922 | 3.333333 | 1.0289915 | 3.444444 | 0.7453560 | 4.444444 | 0.6156988 | 3.111111 | 1.7111705 | 3.777778 | 0.8947925 | 4.666667 | 0.4850713 | 3.888889 | 0.9002541 | 4.277778 | 0.5208088 | 96.11111 | 56.05556 | 2.3888889 | 1.555556 | 7.152859 | 46.83949 | 1.0369009 | 0.5113100 |
| 483 | 75 | 2.600000 | 1.8672136 | 1.360000 | 0.6706189 | 1.373333 | 0.6930803 | 1.366667 | 0.5534495 | 2.466667 | 0.7039144 | 2.800000 | 0.7533708 | 2.633333 | 0.5773503 | 3.213333 | 0.6215354 | 2.813333 | 0.7478498 | 3.013333 | 0.5197019 | 2.160000 | 0.8705388 | 2.746667 | 0.8397769 | 2.453333 | 0.7126906 | 2.626667 | 0.7845352 | 2.106667 | 0.6692742 | 2.366667 | 0.5946458 | 49.58667 | 59.54667 | 0.3600000 | 1.653333 | 2.995913 | 35.47107 | 0.9675827 | 0.4791133 |
| 485 | 50 | 3.960000 | 2.2674268 | 2.160000 | 1.2182289 | 1.300000 | 0.4629100 | 1.730000 | 0.6940711 | 3.120000 | 0.3854496 | 3.540000 | 0.5034574 | 3.330000 | 0.3726628 | 3.180000 | 0.6288960 | 3.460000 | 0.5424811 | 3.320000 | 0.5126960 | 2.880000 | 0.7182746 | 2.900000 | 0.8864053 | 2.890000 | 0.7374114 | 3.220000 | 0.5454824 | 2.980000 | 0.5886685 | 3.100000 | 0.4844521 | 61.52000 | 59.84000 | 2.8000000 | 1.600000 | 14.615117 | 47.10447 | 0.6388766 | 0.4948717 |
| 486 | 124 | 3.645161 | 1.9844663 | 1.879032 | 0.9760776 | 2.040323 | 0.7145320 | 1.959677 | 0.5241981 | 2.516129 | 0.8878939 | 2.967742 | 0.8058272 | 2.741935 | 0.7113593 | 3.024193 | 0.7908389 | 3.258065 | 0.7198799 | 3.141129 | 0.6033797 | 2.774193 | 0.9269121 | 2.629032 | 0.9915721 | 2.701613 | 0.7182843 | 2.733871 | 0.8372319 | 3.088710 | 0.7436681 | 2.911290 | 0.5374147 | 60.07258 | 57.09677 | 2.6935484 | 1.637097 | 24.209846 | 22.94901 | 0.7669750 | 0.4827879 |
| 487 | 14 | 3.714286 | 2.3014568 | 1.642857 | 1.2774459 | 1.214286 | 0.5789342 | 1.428571 | 0.6462062 | 2.428571 | 0.8516306 | 2.714286 | 0.7262730 | 2.571429 | 0.6462062 | 2.714286 | 0.8254203 | 3.142857 | 0.8644378 | 2.928571 | 0.6753103 | 2.785714 | 1.0509023 | 2.500000 | 0.9405399 | 2.642857 | 0.9078413 | 2.928571 | 0.2672612 | 2.571429 | 0.8516306 | 2.750000 | 0.4274252 | 50.71429 | 56.92857 | 0.0000000 | 1.714286 | 1.589803 | 29.27972 | 0.0000000 | 0.4688072 |
| 489 | 100 | 2.900000 | 1.8062741 | 2.460000 | 1.1048104 | 2.040000 | 0.8636310 | 2.250000 | 0.7017295 | 2.230000 | 0.8510837 | 2.990000 | 0.8102251 | 2.610000 | 0.7473184 | 2.290000 | 1.0473150 | 2.560000 | 0.9354953 | 2.425000 | 0.8999860 | 1.840000 | 0.8005049 | 2.040000 | 1.1274356 | 1.940000 | 0.7326443 | 2.540000 | 0.9890307 | 2.040000 | 0.9735907 | 2.290000 | 0.6558979 | 63.66000 | 63.53000 | 0.1300000 | 1.630000 | 10.497927 | 40.03041 | 0.7474536 | 0.4852366 |
| 490 | 124 | 3.532258 | 1.7689071 | 1.233871 | 0.4616843 | 1.596774 | 0.6857357 | 1.415323 | 0.4585315 | 2.790323 | 0.7573402 | 2.766129 | 0.6515631 | 2.778226 | 0.5677742 | 3.072581 | 0.7004457 | 3.096774 | 0.8106943 | 3.084677 | 0.6039227 | 2.758065 | 0.7475811 | 2.548387 | 0.7688534 | 2.653226 | 0.5027462 | 2.733871 | 0.6879789 | 2.766129 | 0.8274643 | 2.750000 | 0.6165073 | 62.59677 | 59.79032 | 2.6693548 | 1.637097 | 12.924370 | 29.80650 | 0.6951841 | 0.4827879 |
| 492 | 25 | 3.400000 | 1.3844373 | 1.960000 | 0.7895146 | 1.760000 | 0.8306624 | 1.860000 | 0.5866572 | 3.160000 | 0.8000000 | 3.400000 | 0.7637626 | 3.280000 | 0.6626965 | 3.440000 | 0.9609024 | 3.240000 | 1.0115994 | 3.340000 | 0.8504901 | 2.720000 | 0.8426150 | 3.240000 | 0.9695360 | 2.980000 | 0.6843488 | 3.200000 | 0.9574271 | 3.000000 | 0.9574271 | 3.100000 | 0.8416254 | 62.84000 | 61.24000 | 2.6000000 | 1.640000 | 18.709801 | 33.94147 | 0.6454972 | 0.4898979 |
| 494 | 25 | 3.360000 | 1.8230012 | 2.200000 | 0.9574271 | 2.080000 | 0.9092121 | 2.140000 | 0.8231039 | 2.840000 | 0.6244998 | 3.200000 | 0.7071068 | 3.020000 | 0.5099020 | 3.160000 | 0.8504901 | 3.520000 | 1.0456258 | 3.340000 | 0.8504901 | 2.800000 | 0.9574271 | 3.000000 | 0.7637626 | 2.900000 | 0.7905694 | 3.280000 | 0.7371115 | 2.760000 | 0.7788881 | 3.020000 | 0.6204837 | 62.44000 | 53.36000 | 0.9200000 | 1.640000 | 14.341316 | 34.94147 | 1.4118546 | 0.4898979 |
| 495 | 22 | 3.363636 | 2.2582221 | 1.727273 | 1.0771133 | 2.454546 | 1.4384937 | 2.090909 | 1.0980108 | 2.363636 | 1.1769798 | 2.500000 | 1.2630274 | 2.431818 | 1.1881904 | 2.954546 | 0.8438727 | 2.863636 | 0.9902118 | 2.909091 | 0.8540710 | 2.318182 | 1.2105238 | 2.727273 | 0.9847319 | 2.522727 | 0.7939844 | 2.818182 | 1.0064726 | 2.545454 | 1.1843131 | 2.681818 | 0.9454837 | 57.63636 | 55.81818 | 2.6363636 | 1.681818 | 15.280069 | 31.43495 | 1.0486025 | 0.4767313 |
| 496 | 25 | 3.360000 | 2.0591260 | 1.520000 | 0.7141428 | 1.520000 | 0.8717798 | 1.520000 | 0.6034622 | 2.520000 | 0.8225975 | 2.720000 | 0.5416026 | 2.620000 | 0.6337718 | 2.280000 | 1.0214369 | 1.920000 | 0.9539392 | 2.100000 | 0.6922187 | 1.960000 | 0.9780934 | 1.920000 | 0.9539392 | 1.940000 | 0.9500000 | 2.640000 | 0.6377042 | 2.120000 | 0.6658328 | 2.380000 | 0.5642104 | 61.40000 | 61.40000 | 3.7600000 | 1.640000 | 15.819292 | 48.00347 | 0.7788881 | 0.4898979 |
| 497 | 50 | 3.540000 | 2.4007652 | 1.800000 | 0.7559289 | 1.980000 | 0.9145089 | 1.890000 | 0.7304597 | 2.780000 | 0.7082603 | 3.280000 | 0.7010197 | 3.030000 | 0.6421425 | 3.040000 | 0.7548483 | 3.160000 | 0.9116032 | 3.100000 | 0.7354022 | 2.280000 | 0.8339725 | 2.500000 | 0.8864053 | 2.390000 | 0.6490967 | 2.660000 | 0.9171829 | 2.920000 | 0.8533248 | 2.790000 | 0.7149283 | 67.76000 | 65.90000 | 2.5400000 | 1.660000 | 17.424543 | 45.98857 | 1.3125765 | 0.4785181 |
| 501 | 25 | 3.680000 | 1.4059398 | 1.440000 | 0.7681146 | 1.360000 | 0.5686241 | 1.400000 | 0.4564355 | 3.520000 | 0.7141428 | 3.720000 | 0.5416026 | 3.620000 | 0.4153312 | 3.720000 | 0.4582576 | 3.880000 | 0.7257180 | 3.800000 | 0.4082483 | 3.640000 | 0.8602325 | 3.480000 | 1.1590226 | 3.560000 | 0.9278110 | 3.200000 | 0.8164966 | 2.720000 | 0.7371115 | 2.960000 | 0.6278269 | 63.28000 | 62.72000 | 2.2800000 | 1.640000 | 15.344706 | 46.78721 | 0.6782330 | 0.4898979 |
| 502 | 69 | 2.768116 | 1.3519586 | 2.043478 | 0.8302158 | 1.608696 | 0.5743895 | 1.826087 | 0.5804796 | 2.797101 | 0.4051038 | 3.217391 | 0.5908510 | 3.007246 | 0.4329512 | 2.927536 | 0.6927957 | 2.753623 | 0.6946391 | 2.840580 | 0.6329945 | 2.753623 | 0.7747067 | 2.637681 | 0.6410243 | 2.695652 | 0.6196381 | 3.246377 | 0.5791931 | 2.811594 | 0.5497422 | 3.028986 | 0.4608501 | 70.17391 | 65.39130 | 3.3333333 | 1.637681 | 10.812515 | 42.34460 | 0.7982825 | 0.4841917 |
| 504 | 25 | 4.160000 | 2.8965497 | 2.320000 | 1.6000000 | 3.040000 | 1.7435596 | 2.680000 | 1.2980755 | 2.160000 | 0.9433981 | 2.680000 | 1.4352700 | 2.420000 | 1.1056672 | 3.080000 | 1.3515423 | 3.560000 | 1.5297059 | 3.320000 | 1.1979149 | 1.520000 | 1.0456258 | 2.600000 | 1.5000000 | 2.060000 | 0.9389711 | 2.680000 | 1.0692677 | 1.800000 | 1.1902381 | 2.240000 | 0.9255629 | 38.80000 | 48.48000 | 0.0800000 | 1.600000 | 19.555477 | 30.57384 | 0.4000000 | 0.5000000 |
| 505 | 25 | 4.560000 | 1.9595918 | 1.640000 | 0.8103497 | 2.680000 | 1.0692677 | 2.160000 | 0.6244998 | 2.600000 | 0.8164966 | 2.680000 | 0.8524475 | 2.640000 | 0.7291548 | 2.640000 | 0.6377042 | 3.000000 | 0.7071068 | 2.820000 | 0.5377422 | 2.360000 | 0.8103497 | 3.000000 | 0.8164966 | 2.680000 | 0.6271629 | 2.720000 | 0.7916228 | 2.240000 | 0.5972158 | 2.480000 | 0.5099020 | 64.36000 | 61.76000 | 2.6800000 | 1.640000 | 19.274076 | 40.22984 | 0.6904105 | 0.4898979 |
| 507 | 50 | 1.640000 | 0.9205145 | 1.612245 | 0.9961661 | 1.440000 | 0.8843307 | 1.530612 | 0.7174039 | 2.060000 | 1.1322724 | 2.260000 | 1.0460811 | 2.160000 | 1.0372648 | 2.320000 | 1.1856282 | 2.200000 | 1.1952286 | 2.260000 | 1.1439281 | 2.120000 | 1.0999072 | 2.240000 | 1.3334014 | 2.180000 | 1.1237692 | 2.240000 | 1.0606121 | 1.880000 | 1.0621503 | 2.060000 | 0.9930370 | 47.64000 | 61.28000 | 2.2600000 | 1.680000 | 14.873288 | 33.01517 | 0.9216223 | 0.4712121 |
| 509 | 25 | 1.600000 | 0.8660254 | 1.920000 | 0.9539392 | 1.280000 | 0.5416026 | 1.600000 | 0.5204165 | 2.440000 | 0.8205689 | 3.040000 | 0.8888194 | 2.740000 | 0.7516648 | 2.720000 | 0.7916228 | 2.840000 | 0.7461010 | 2.780000 | 0.6782330 | 2.280000 | 1.0214369 | 2.400000 | 1.0801234 | 2.340000 | 0.9543759 | 2.680000 | 0.7483315 | 2.560000 | 0.6506407 | 2.620000 | 0.6000000 | 50.96000 | 61.76000 | 2.7200000 | 1.640000 | 1.059874 | 46.47157 | 0.6137318 | 0.4898979 |
| 510 | 25 | 2.400000 | 1.8257419 | 2.360000 | 1.1860298 | 1.280000 | 0.5416026 | 1.820000 | 0.7756718 | 4.120000 | 0.9712535 | 4.480000 | 0.7702813 | 4.300000 | 0.8164966 | 3.680000 | 0.9000000 | 3.920000 | 1.0376255 | 3.800000 | 0.8416254 | 3.640000 | 1.3190906 | 3.000000 | 1.1180340 | 3.320000 | 0.9987492 | 3.880000 | 1.0535654 | 3.800000 | 0.9574271 | 3.840000 | 0.9543759 | 60.64000 | 57.16000 | 1.6000000 | 1.600000 | 25.373674 | 30.78376 | 1.2247449 | 0.5000000 |
| 511 | 49 | 3.551020 | 2.2273043 | 2.285714 | 1.0206207 | 2.326531 | 0.7184403 | 2.306122 | 0.6678349 | 2.469388 | 0.8684767 | 2.755102 | 0.8299250 | 2.612245 | 0.7307623 | 2.551020 | 0.7089083 | 3.061224 | 0.9444611 | 2.806122 | 0.7346791 | 2.102041 | 1.1225881 | 2.530612 | 1.0626626 | 2.316327 | 0.9281134 | 2.755102 | 0.8299250 | 2.204082 | 0.9124051 | 2.479592 | 0.5586366 | 73.59184 | 64.04082 | 2.7142857 | 1.632653 | 12.858069 | 32.43131 | 0.7905694 | 0.4870779 |
| 512 | 25 | 4.360000 | 1.7048949 | 1.840000 | 1.2138094 | 1.520000 | 0.7702813 | 1.680000 | 0.7483315 | 2.760000 | 0.9695360 | 3.560000 | 0.9165151 | 3.160000 | 0.8000000 | 3.480000 | 0.7141428 | 3.480000 | 0.9183318 | 3.480000 | 0.5099020 | 3.000000 | 1.0801234 | 2.400000 | 1.0801234 | 2.700000 | 0.9464847 | 3.280000 | 0.8426150 | 3.280000 | 0.7916228 | 3.280000 | 0.7371115 | 60.76000 | 63.52000 | 2.8400000 | 1.680000 | 15.119744 | 48.60566 | 0.7461010 | 0.4760952 |
| 513 | 33 | 2.909091 | 1.6271838 | 1.515151 | 0.8337120 | 2.212121 | 1.1390121 | 1.863636 | 0.7932600 | 2.727273 | 0.7612788 | 3.575758 | 0.6139169 | 3.151515 | 0.5793969 | 3.090909 | 0.8427498 | 3.333333 | 0.9574271 | 3.212121 | 0.7809280 | 2.878788 | 1.1112374 | 2.030303 | 1.2370542 | 2.454546 | 0.9467348 | 2.545454 | 1.1205721 | 2.939394 | 0.9333874 | 2.742424 | 0.8489075 | 49.54545 | 64.09091 | 2.8787879 | 1.666667 | 32.672705 | 35.85070 | 1.5960415 | 0.4787136 |
| 516 | 25 | 3.360000 | 1.7530925 | 2.000000 | 1.0000000 | 2.120000 | 1.0535654 | 2.060000 | 0.8817596 | 2.040000 | 0.9345231 | 3.200000 | 1.3540064 | 2.620000 | 0.9819199 | 3.600000 | 0.8660254 | 3.560000 | 0.9165151 | 3.580000 | 0.7729812 | 2.720000 | 1.0214369 | 2.360000 | 1.0754844 | 2.540000 | 0.9780934 | 2.200000 | 1.0801234 | 2.040000 | 0.9345231 | 2.120000 | 0.7399324 | 64.64000 | 62.04000 | 0.2400000 | 1.640000 | 13.576573 | 45.03191 | 0.8306624 | 0.4898979 |
| 518 | 25 | 3.360000 | 1.7048949 | 2.080000 | 1.1150486 | 1.920000 | 1.0770330 | 2.000000 | 0.8539126 | 2.880000 | 0.9712535 | 3.000000 | 1.1547005 | 2.940000 | 1.0136567 | 3.720000 | 1.0614456 | 3.160000 | 0.6244998 | 3.440000 | 0.7118052 | 2.760000 | 1.2342339 | 3.200000 | 0.7071068 | 2.980000 | 0.7141428 | 3.240000 | 0.5972158 | 2.560000 | 1.1210114 | 2.900000 | 0.6291529 | 66.52000 | 52.88000 | 2.5200000 | 1.640000 | 24.284975 | 37.43363 | 0.7702813 | 0.4898979 |
| 520 | 25 | 2.920000 | 1.9347696 | 1.920000 | 0.7593857 | 2.280000 | 0.9363048 | 2.100000 | 0.7071068 | 3.600000 | 0.7071068 | 3.480000 | 0.7702813 | 3.540000 | 0.5759051 | 3.840000 | 0.6879922 | 3.640000 | 0.9073772 | 3.740000 | 0.6940221 | 3.360000 | 1.1135529 | 2.720000 | 0.9797959 | 3.040000 | 0.9233093 | 3.080000 | 1.0770330 | 3.400000 | 0.7071068 | 3.240000 | 0.7788881 | 43.04000 | 56.44000 | 3.0000000 | 1.640000 | 24.130686 | 30.11517 | 0.0000000 | 0.4898979 |
| 521 | 25 | 2.880000 | 2.1855587 | 1.040000 | 0.2000000 | 1.200000 | 0.5000000 | 1.120000 | 0.3316625 | 2.560000 | 0.8205689 | 2.840000 | 0.6879922 | 2.700000 | 0.5204165 | 2.920000 | 0.8124038 | 2.560000 | 0.7118052 | 2.740000 | 0.6633250 | 2.320000 | 0.6904105 | 1.760000 | 0.9255629 | 2.040000 | 0.6910137 | 3.000000 | 0.8164966 | 2.080000 | 0.8621678 | 2.540000 | 0.6910137 | 58.08000 | 59.12000 | 2.5200000 | 1.640000 | 8.361220 | 29.94901 | 0.7141428 | 0.4898979 |
| 522 | 49 | 3.408163 | 1.0391978 | 2.204082 | 0.5766134 | 2.122449 | 0.4844521 | 2.163265 | 0.3289465 | 2.020408 | 0.4782693 | 2.387755 | 0.4922875 | 2.204082 | 0.3668328 | 2.061224 | 0.3167651 | 2.163265 | 0.3734378 | 2.112245 | 0.2934228 | 1.979592 | 0.4782693 | 2.040816 | 0.4982964 | 2.010204 | 0.4388645 | 2.224490 | 0.4215698 | 2.102041 | 0.3677011 | 2.163265 | 0.3127125 | 51.00000 | 52.69388 | 0.0000000 | 1.653061 | 9.931012 | 13.77680 | 0.0000000 | 0.4809288 |
| 524 | 14 | 2.785714 | 1.1217138 | 2.071429 | 0.6157279 | 1.857143 | 0.8644378 | 1.964286 | 0.5705694 | 2.571429 | 1.1578684 | 2.928571 | 1.1411388 | 2.750000 | 1.0515556 | 2.642857 | 0.6333237 | 2.928571 | 0.8287419 | 2.785714 | 0.5789342 | 2.642857 | 1.2774459 | 2.714286 | 0.8254203 | 2.678571 | 0.9528730 | 3.357143 | 0.9287827 | 3.000000 | 0.7844645 | 3.178571 | 0.7234305 | 68.42857 | 57.14286 | 2.4285714 | 1.571429 | 24.449994 | 51.35526 | 1.0894096 | 0.5135526 |
| 525 | 33 | 3.484849 | 1.9384467 | 1.727273 | 0.8012774 | 1.939394 | 0.8992842 | 1.833333 | 0.4448783 | 2.636364 | 0.8222751 | 2.757576 | 0.7084447 | 2.696970 | 0.7174106 | 2.939394 | 0.7044233 | 2.969697 | 0.7699370 | 2.954546 | 0.6657190 | 2.757576 | 0.9692234 | 2.454546 | 0.8325754 | 2.606061 | 0.5695060 | 2.484849 | 0.5657524 | 2.969697 | 0.9180430 | 2.727273 | 0.5167644 | 66.00000 | 59.87879 | 2.7878788 | 1.666667 | 12.750000 | 34.54866 | 0.9923953 | 0.4787136 |
| 530 | 25 | 2.720000 | 1.7445152 | 1.520000 | 0.8225975 | 1.680000 | 0.9882645 | 1.600000 | 0.7772816 | 2.520000 | 1.2288206 | 2.920000 | 1.1874342 | 2.720000 | 1.1094293 | 3.760000 | 0.8306624 | 3.920000 | 1.0770330 | 3.840000 | 0.8746428 | 2.600000 | 1.2909944 | 3.280000 | 1.3076697 | 2.940000 | 0.9716824 | 3.840000 | 1.0279429 | 2.400000 | 1.1547005 | 3.120000 | 0.9160604 | 55.84000 | 64.00000 | 0.0000000 | 1.680000 | 15.842138 | 34.83293 | 0.0000000 | 0.4760952 |
| 531 | 25 | 2.640000 | 1.6299284 | 1.680000 | 1.0295630 | 1.640000 | 1.0360180 | 1.660000 | 0.6244998 | 2.240000 | 0.7234178 | 2.600000 | 0.8660254 | 2.420000 | 0.6873864 | 2.840000 | 0.9865766 | 2.960000 | 0.9345231 | 2.900000 | 0.7637626 | 2.240000 | 1.0908712 | 2.760000 | 1.0115994 | 2.500000 | 0.9354143 | 3.320000 | 1.0692677 | 3.000000 | 0.9128709 | 3.160000 | 0.7461010 | 50.92000 | 59.92000 | 0.0000000 | 1.680000 | 5.369047 | 22.19031 | 0.0000000 | 0.4760952 |
| 535 | 25 | 3.840000 | 1.3441230 | 1.120000 | 0.3316625 | 1.360000 | 0.4898979 | 1.240000 | 0.2929733 | 2.920000 | 0.8124038 | 3.000000 | 0.7637626 | 2.960000 | 0.7205322 | 2.960000 | 0.6757712 | 2.680000 | 0.7483315 | 2.820000 | 0.6595453 | 2.680000 | 0.9000000 | 2.880000 | 0.8326664 | 2.780000 | 0.8046738 | 3.080000 | 0.9966611 | 2.800000 | 0.8660254 | 2.940000 | 0.8817596 | 57.56000 | 54.56000 | 3.3600000 | 1.680000 | 17.930607 | 24.19036 | 0.9521905 | 0.4760952 |
| 537 | 45 | 4.088889 | 1.4588635 | 1.733333 | 0.8893307 | 1.022222 | 0.1490712 | 1.377778 | 0.4542171 | 2.511111 | 0.7268307 | 2.888889 | 0.6816498 | 2.700000 | 0.6160726 | 2.533333 | 0.7261355 | 2.777778 | 0.5595814 | 2.655556 | 0.5918214 | 2.355556 | 0.7433204 | 2.377778 | 0.7473860 | 2.366667 | 0.6431457 | 2.733333 | 0.6875517 | 2.511111 | 0.5886125 | 2.622222 | 0.5346574 | 62.71111 | 66.20000 | 2.9555556 | 1.711111 | 13.339317 | 32.95286 | 0.9034166 | 0.4583678 |
| 538 | 25 | 2.200000 | 1.3228757 | 2.200000 | 1.0408330 | 1.880000 | 0.8812869 | 2.040000 | 0.8406347 | 2.440000 | 0.7681146 | 2.600000 | 0.8660254 | 2.520000 | 0.7427427 | 2.200000 | 1.2247449 | 3.000000 | 1.3540064 | 2.600000 | 1.1814539 | 2.280000 | 1.2423097 | 1.960000 | 1.0198039 | 2.120000 | 1.0436315 | 3.960000 | 1.0984838 | 2.240000 | 0.9255629 | 3.100000 | 0.7216878 | 40.68000 | 64.04000 | 2.4800000 | 1.640000 | 23.700774 | 29.00787 | 0.9183318 | 0.4898979 |
| 539 | 124 | 3.629032 | 1.8847602 | 1.774193 | 0.8442894 | 2.556452 | 0.9309705 | 2.165323 | 0.6976202 | 2.129032 | 0.8739011 | 2.838710 | 0.7368037 | 2.483871 | 0.7211539 | 2.516129 | 0.8113411 | 2.741935 | 0.8822640 | 2.629032 | 0.7265884 | 2.564516 | 1.0378365 | 2.306452 | 0.9809355 | 2.435484 | 0.8717978 | 2.822581 | 0.7440647 | 2.411290 | 0.9371475 | 2.616935 | 0.7383482 | 58.15323 | 53.69355 | 2.9758065 | 1.669355 | 18.462902 | 27.65501 | 0.9323779 | 0.4723540 |
| 540 | 25 | 2.240000 | 1.2342339 | 1.600000 | 0.8164966 | 2.080000 | 0.8621678 | 1.840000 | 0.7320064 | 3.560000 | 0.7681146 | 3.840000 | 0.7461010 | 3.700000 | 0.6770032 | 3.840000 | 0.7461010 | 3.360000 | 0.8602325 | 3.600000 | 0.6614378 | 3.200000 | 1.1180340 | 2.880000 | 1.0132456 | 3.040000 | 0.6910137 | 3.120000 | 1.0132456 | 2.600000 | 0.8164966 | 2.860000 | 0.6377042 | 83.04000 | 67.20000 | 3.1200000 | 1.720000 | 22.844547 | 39.12267 | 0.9273618 | 0.4582576 |
| 541 | 25 | 4.040000 | 1.9035055 | 2.040000 | 1.0198039 | 2.120000 | 1.0132456 | 2.080000 | 0.6720615 | 2.800000 | 1.0408330 | 3.440000 | 0.9609024 | 3.120000 | 0.9495613 | 2.280000 | 0.8426150 | 3.040000 | 0.6110101 | 2.660000 | 0.6075909 | 2.440000 | 1.0440307 | 2.640000 | 0.9949874 | 2.540000 | 0.8154753 | 3.200000 | 0.5773503 | 3.240000 | 0.8306624 | 3.220000 | 0.5787918 | 58.84000 | 59.52000 | 2.6400000 | 1.600000 | 14.305244 | 33.64907 | 0.7000000 | 0.5000000 |
| 543 | 50 | 2.800000 | 1.1952286 | 2.020000 | 1.0200040 | 2.100000 | 1.0151907 | 2.060000 | 0.7466934 | 2.680000 | 0.7677159 | 3.460000 | 0.8854838 | 3.070000 | 0.7354715 | 3.260000 | 0.8283251 | 4.000000 | 0.8081220 | 3.630000 | 0.7057345 | 3.160000 | 1.2674899 | 3.260000 | 0.9648940 | 3.210000 | 1.0156430 | 3.340000 | 1.0421720 | 3.280000 | 0.8091316 | 3.310000 | 0.8261665 | 66.72000 | 59.20000 | 2.4800000 | 1.620000 | 19.004876 | 35.91771 | 0.7068181 | 0.4903144 |
| 544 | 197 | 3.187817 | 1.8979726 | 1.355330 | 0.5764374 | 1.142132 | 0.3781015 | 1.248731 | 0.3373984 | 2.208122 | 0.5645434 | 2.365482 | 0.6534261 | 2.286802 | 0.5557936 | 2.218274 | 0.6292781 | 2.375634 | 0.6476135 | 2.296954 | 0.5797526 | 2.152284 | 0.7806051 | 1.730965 | 0.7516686 | 1.941624 | 0.6189140 | 2.598985 | 0.5772905 | 2.020305 | 0.7623767 | 2.309645 | 0.5651967 | 47.79188 | 68.75127 | 3.5177665 | 1.680203 | 13.105628 | 45.32709 | 0.5306322 | 0.4675860 |
| 546 | 25 | 2.960000 | 2.2263573 | 2.400000 | 0.9128709 | 1.040000 | 0.2000000 | 1.720000 | 0.4804512 | 2.960000 | 0.4546061 | 3.000000 | 0.2886751 | 2.980000 | 0.3055050 | 2.960000 | 0.3511885 | 3.040000 | 0.3511885 | 3.000000 | 0.3227486 | 2.960000 | 0.3511885 | 3.000000 | 0.0000000 | 2.980000 | 0.1755942 | 2.920000 | 0.4000000 | 3.080000 | 0.2768875 | 3.000000 | 0.2500000 | 49.76000 | 66.04000 | 0.6800000 | 1.680000 | 1.090871 | 44.98655 | 1.2819256 | 0.4760952 |
| 547 | 124 | 2.612903 | 1.9783777 | 2.629032 | 0.7805329 | 2.032258 | 0.7853898 | 2.330645 | 0.5480457 | 3.145161 | 0.7291107 | 3.274193 | 0.7895528 | 3.209677 | 0.7102524 | 2.733871 | 0.7337272 | 3.193548 | 0.8032193 | 2.963710 | 0.6960206 | 2.806452 | 0.8804786 | 2.612903 | 0.8430459 | 2.709677 | 0.7732751 | 2.645161 | 0.8759993 | 3.088710 | 0.8649648 | 2.866935 | 0.7837498 | 49.34677 | 61.83871 | 3.6209677 | 1.669355 | 14.877300 | 40.22384 | 0.7607521 | 0.4723540 |
| 549 | 24 | 2.166667 | 0.9630868 | 2.375000 | 1.2790112 | 1.541667 | 0.8836272 | 1.958333 | 0.6743220 | 2.208333 | 0.7790276 | 2.791667 | 0.9315329 | 2.500000 | 0.6915641 | 3.125000 | 0.7974143 | 3.083333 | 1.2128539 | 3.104167 | 0.9086441 | 1.958333 | 1.1220775 | 2.333333 | 0.9630868 | 2.145833 | 0.8905197 | 2.666667 | 0.6370221 | 2.083333 | 1.3160107 | 2.375000 | 0.8628819 | 69.00000 | 61.50000 | 1.2500000 | 1.666667 | 9.112819 | 27.78489 | 1.8474424 | 0.4815434 |
| 550 | 13 | 2.461539 | 1.5607362 | 2.230769 | 0.9268087 | 2.153846 | 1.2810252 | 2.192308 | 0.9473309 | 2.076923 | 1.3204506 | 2.615385 | 1.1929279 | 2.346154 | 1.1969513 | 1.923077 | 0.9540736 | 1.769231 | 0.9268087 | 1.846154 | 0.8987170 | 2.000000 | 1.1547005 | 2.000000 | 0.9128709 | 2.000000 | 0.9128709 | 1.692308 | 0.7510676 | 1.538461 | 0.8770580 | 1.615385 | 0.6817210 | 45.00000 | 53.76923 | 3.2307692 | 1.538461 | 34.899857 | 38.89977 | 1.1657506 | 0.5188745 |
| 552 | 25 | 2.880000 | 1.1661904 | 2.280000 | 0.8906926 | 2.120000 | 0.8326664 | 2.200000 | 0.8036376 | 2.360000 | 0.9521905 | 2.920000 | 0.9539392 | 2.640000 | 0.7000000 | 3.360000 | 0.9073772 | 3.520000 | 0.7702813 | 3.440000 | 0.6664583 | 2.440000 | 1.0033278 | 3.320000 | 0.7483315 | 2.880000 | 0.6812978 | 3.440000 | 0.5830952 | 2.800000 | 0.8164966 | 3.120000 | 0.6337718 | 64.68000 | 55.72000 | 1.5600000 | 1.640000 | 15.765786 | 36.91829 | 0.8698659 | 0.4898979 |
| 553 | 16 | 3.687500 | 2.4143667 | 2.375000 | 1.4548769 | 2.375000 | 1.0878113 | 2.375000 | 0.9916317 | 2.875000 | 0.9574271 | 3.375000 | 1.2583057 | 3.125000 | 0.9398581 | 3.375000 | 1.4548769 | 3.500000 | 1.3662601 | 3.437500 | 1.3149778 | 2.562500 | 1.5478480 | 2.687500 | 1.2500000 | 2.625000 | 1.1761519 | 3.812500 | 1.4244882 | 2.937500 | 1.3400871 | 3.375000 | 1.1328430 | 70.62500 | 59.87500 | 3.1250000 | 1.625000 | 17.742134 | 43.64993 | 0.9574271 | 0.5000000 |
| 554 | 25 | 3.400000 | 1.6583124 | 2.000000 | 1.1902381 | 2.200000 | 1.1547005 | 2.100000 | 0.9464847 | 2.560000 | 0.9165151 | 3.600000 | 1.2909944 | 3.080000 | 0.9966611 | 3.000000 | 0.9128709 | 3.120000 | 0.9273618 | 3.060000 | 0.6506407 | 2.880000 | 1.2013881 | 2.840000 | 1.2806248 | 2.860000 | 1.0360180 | 3.360000 | 1.1503623 | 2.640000 | 0.9521905 | 3.000000 | 0.8897565 | 73.68000 | 61.24000 | 2.2400000 | 1.640000 | 24.256820 | 40.26814 | 1.7625739 | 0.4898979 |
| 555 | 124 | 1.879032 | 1.1304560 | 1.983871 | 0.9875968 | 2.298387 | 0.9193479 | 2.141129 | 0.3907491 | 1.967742 | 0.7853898 | 2.112903 | 0.6772695 | 2.040323 | 0.6394763 | 2.024193 | 0.4501799 | 2.112903 | 0.6772695 | 2.068548 | 0.4523411 | 2.112903 | 0.6891691 | 2.153226 | 1.0747989 | 2.133065 | 0.7627210 | 2.153226 | 0.7440207 | 2.096774 | 0.8305092 | 2.125000 | 0.5653440 | 53.31452 | 58.81452 | 3.0725806 | 1.661290 | 25.468733 | 24.81259 | 0.7344417 | 0.4751910 |
| 558 | 25 | 2.960000 | 1.2741010 | 1.560000 | 0.8205689 | 1.560000 | 0.5830952 | 1.560000 | 0.5461990 | 3.120000 | 0.6658328 | 3.200000 | 0.5773503 | 3.160000 | 0.6075909 | 3.400000 | 0.7071068 | 3.400000 | 0.6454972 | 3.400000 | 0.5951190 | 3.040000 | 0.8406347 | 3.400000 | 0.7637626 | 3.220000 | 0.6782330 | 3.440000 | 0.5830952 | 3.440000 | 0.8205689 | 3.440000 | 0.5830952 | 75.36000 | 63.80000 | 2.7600000 | 1.640000 | 6.632496 | 48.84329 | 0.4358899 | 0.4898979 |
| 563 | 74 | 2.513514 | 1.4357781 | 1.689189 | 1.1458762 | 1.810811 | 0.9315722 | 1.750000 | 0.8034600 | 2.297297 | 0.8716184 | 2.905405 | 1.1246786 | 2.601351 | 0.8835627 | 3.270270 | 1.0764897 | 3.472973 | 1.0098552 | 3.371622 | 0.9933367 | 2.662162 | 0.9969409 | 3.094595 | 1.1246786 | 2.878378 | 1.0061823 | 3.270270 | 1.0243247 | 2.810811 | 1.0293724 | 3.040541 | 0.9499703 | 76.82432 | 63.67568 | 2.5945946 | 1.648649 | 23.167264 | 38.77300 | 0.7924112 | 0.4806512 |
| 564 | 124 | 2.967742 | 2.0118975 | 1.645161 | 0.8666687 | 1.395161 | 0.6223291 | 1.520161 | 0.4995900 | 2.838710 | 0.7477565 | 3.427419 | 0.8941853 | 3.133065 | 0.7653812 | 3.008065 | 0.8971134 | 3.330645 | 1.0018014 | 3.169355 | 0.7647921 | 2.467742 | 0.9747669 | 2.870968 | 1.0278064 | 2.669355 | 0.8762612 | 2.548387 | 0.7364476 | 3.024193 | 0.8309433 | 2.786290 | 0.6154296 | 67.76613 | 61.33871 | 2.4758065 | 1.661290 | 10.170984 | 37.75356 | 0.6307011 | 0.4751910 |
| 565 | 50 | 2.500000 | 1.4463183 | 2.200000 | 0.9035079 | 2.140000 | 0.9037338 | 2.170000 | 0.6670832 | 2.860000 | 0.7827216 | 2.720000 | 0.9267014 | 2.790000 | 0.6315675 | 3.560000 | 0.7045045 | 3.400000 | 0.7824608 | 3.480000 | 0.6223720 | 2.760000 | 0.9380832 | 2.700000 | 0.9091373 | 2.730000 | 0.7838289 | 3.300000 | 0.7889544 | 2.640000 | 0.9424241 | 2.970000 | 0.5925559 | 50.44000 | 65.82000 | 2.3800000 | 1.680000 | 4.945251 | 35.86522 | 1.3685983 | 0.4712121 |
| 569 | 25 | 3.920000 | 2.5806976 | 1.720000 | 0.8426150 | 2.360000 | 1.1135529 | 2.040000 | 0.8888194 | 2.520000 | 0.9626353 | 2.760000 | 1.1284207 | 2.640000 | 0.9738241 | 2.640000 | 0.9949874 | 2.680000 | 1.1075498 | 2.660000 | 1.0177590 | 2.360000 | 0.9949874 | 2.320000 | 0.8524475 | 2.340000 | 0.8000000 | 2.720000 | 1.2423097 | 2.280000 | 0.8906926 | 2.500000 | 1.0103630 | 51.96000 | 66.84000 | 3.4800000 | 1.640000 | 20.405228 | 40.54080 | 0.8225975 | 0.4898979 |
| 570 | 124 | 3.500000 | 1.8324092 | 1.032258 | 0.2184753 | 1.000000 | 0.0000000 | 1.016129 | 0.1092376 | 2.903226 | 0.9829386 | 3.290323 | 0.8436679 | 3.096774 | 0.8617373 | 3.064516 | 0.8529426 | 3.072581 | 0.8570453 | 3.068548 | 0.8247559 | 3.024193 | 0.9147723 | 1.830645 | 1.0098843 | 2.427419 | 0.8451044 | 2.975807 | 0.8309433 | 2.895161 | 0.7737413 | 2.935484 | 0.7516046 | 70.60484 | 67.33871 | 3.7983871 | 1.669355 | 9.665813 | 45.38667 | 0.5699784 | 0.4723540 |
| 571 | 99 | 2.646465 | 1.3117455 | 2.464647 | 1.2479627 | 2.444444 | 1.2390107 | 2.454546 | 1.0078541 | 2.434343 | 1.1619970 | 2.797980 | 1.3323280 | 2.616162 | 1.1491529 | 3.555556 | 0.9606781 | 3.040404 | 1.1058213 | 3.297980 | 0.9365569 | 2.131313 | 1.1396962 | 2.272727 | 1.3463343 | 2.202020 | 0.9791687 | 2.636364 | 1.1732959 | 2.292929 | 1.0996523 | 2.464647 | 0.9126451 | 56.01010 | 63.87879 | 2.9898990 | 1.666667 | 22.088179 | 37.84697 | 1.1472678 | 0.4738035 |
| 572 | 99 | 3.333333 | 1.9325356 | 1.868687 | 1.2424997 | 2.121212 | 1.3114311 | 1.994949 | 1.1528469 | 2.676768 | 1.1413229 | 3.242424 | 1.2784789 | 2.959596 | 1.1081258 | 2.444444 | 1.3110381 | 2.363636 | 1.3435754 | 2.404040 | 1.2178032 | 2.414141 | 1.1867474 | 2.222222 | 1.2980013 | 2.318182 | 0.9883364 | 2.777778 | 0.9319231 | 2.090909 | 1.1874420 | 2.434343 | 0.9193123 | 59.14141 | 57.85859 | 2.4343434 | 1.666667 | 33.885163 | 37.40048 | 1.2949006 | 0.4738035 |
| 576 | 16 | 2.875000 | 1.5864005 | 2.187500 | 1.1672618 | 2.375000 | 0.8062258 | 2.281250 | 0.5153882 | 3.187500 | 0.6551081 | 3.687500 | 0.6020797 | 3.437500 | 0.5439056 | 3.437500 | 0.5123475 | 3.375000 | 1.0246951 | 3.406250 | 0.6115213 | 3.312500 | 0.8732125 | 2.125000 | 1.0878113 | 2.718750 | 0.8750000 | 2.812500 | 0.7500000 | 3.437500 | 0.7274384 | 3.125000 | 0.4654747 | 61.18750 | 59.87500 | 3.5625000 | 1.625000 | 16.975350 | 30.78717 | 0.8139410 | 0.5000000 |
| 578 | 25 | 2.320000 | 1.4640128 | 1.000000 | 0.0000000 | 1.000000 | 0.0000000 | 1.000000 | 0.0000000 | 2.120000 | 0.7257180 | 2.640000 | 0.9949874 | 2.380000 | 0.7942502 | 2.000000 | 0.6454972 | 2.920000 | 1.1150486 | 2.460000 | 0.7348469 | 2.120000 | 1.0132456 | 1.840000 | 0.9433981 | 1.980000 | 0.8597480 | 2.640000 | 0.7000000 | 2.360000 | 0.7000000 | 2.500000 | 0.6291529 | 73.96000 | 71.72000 | 0.9600000 | 1.720000 | 12.424707 | 39.21365 | 1.4282857 | 0.4582576 |
| 582 | 24 | 2.041667 | 0.9990938 | 2.750000 | 0.7939992 | 2.458333 | 0.7210600 | 2.604167 | 0.3605300 | 2.583333 | 0.5835921 | 2.791667 | 0.9315329 | 2.687500 | 0.6222767 | 2.458333 | 0.7790276 | 2.833333 | 0.7613870 | 2.645833 | 0.6338147 | 2.583333 | 0.8805466 | 1.750000 | 0.7939992 | 2.166667 | 0.7469746 | 2.166667 | 0.4815434 | 2.333333 | 0.4815434 | 2.250000 | 0.3296902 | 50.20833 | 67.04167 | 3.1250000 | 1.666667 | 33.937256 | 22.11920 | 1.3929169 | 0.4815434 |
| 588 | 24 | 2.416667 | 0.9286112 | 2.458333 | 0.7790276 | 1.958333 | 0.8064504 | 2.208333 | 0.5299029 | 2.916667 | 0.7172815 | 3.250000 | 0.6756639 | 3.083333 | 0.6197241 | 3.125000 | 1.0759223 | 3.291667 | 0.9078961 | 3.208333 | 0.8958439 | 3.083333 | 1.0598058 | 2.666667 | 1.0072203 | 2.875000 | 0.9237212 | 3.250000 | 0.9440892 | 3.041667 | 0.9990938 | 3.145833 | 0.8005320 | 49.08333 | 52.79167 | 0.2083333 | 1.666667 | 2.947610 | 27.60904 | 0.7210600 | 0.4815434 |
| 589 | 25 | 3.320000 | 1.3453624 | 2.400000 | 1.2247449 | 2.560000 | 0.9609024 | 2.480000 | 0.7285831 | 3.320000 | 0.8020806 | 3.360000 | 0.7000000 | 3.340000 | 0.6570134 | 3.320000 | 0.7483315 | 3.280000 | 0.8906926 | 3.300000 | 0.6770032 | 2.520000 | 1.3880442 | 3.000000 | 1.2247449 | 2.760000 | 1.1912878 | 3.760000 | 0.5972158 | 3.320000 | 0.9451631 | 3.540000 | 0.6601767 | 77.52000 | 66.60000 | 2.2000000 | 1.680000 | 11.485933 | 38.71046 | 1.0801234 | 0.4760952 |
| 599 | 24 | 2.041667 | 1.0826363 | 1.291667 | 0.5500329 | 2.000000 | 1.0215078 | 1.645833 | 0.5413182 | 3.166667 | 1.0901403 | 4.416667 | 0.5036102 | 3.791667 | 0.6902531 | 3.791667 | 0.9315329 | 4.083333 | 0.9743076 | 3.937500 | 0.8761638 | 3.000000 | 1.3187609 | 2.708333 | 1.1220775 | 2.854167 | 1.0782349 | 3.333333 | 1.2038585 | 3.416667 | 0.9743076 | 3.375000 | 0.7260674 | 80.20833 | 64.29167 | 2.5833333 | 1.666667 | 18.405999 | 33.42412 | 0.9743076 | 0.4815434 |
| 601 | 24 | 2.000000 | 0.8340577 | 1.750000 | 0.9440892 | 1.125000 | 0.3378320 | 1.437500 | 0.5769579 | 2.416667 | 0.8805466 | 3.125000 | 0.9918143 | 2.770833 | 0.7937140 | 2.500000 | 0.9325048 | 2.750000 | 0.9440892 | 2.625000 | 0.8242256 | 2.083333 | 0.8297022 | 3.416667 | 1.2128539 | 2.750000 | 0.9207747 | 3.041667 | 0.9545847 | 2.875000 | 0.8998792 | 2.958333 | 0.8958439 | 88.54167 | 63.62500 | 2.4166667 | 1.666667 | 19.739563 | 44.08866 | 1.1000659 | 0.4815434 |
| 603 | 124 | 3.741935 | 2.0986677 | 1.080645 | 0.3275128 | 1.000000 | 0.0000000 | 1.040323 | 0.1637564 | 2.556452 | 0.6783819 | 3.298387 | 0.6244326 | 2.927419 | 0.5128176 | 3.048387 | 0.6228030 | 3.153226 | 0.7104831 | 3.100807 | 0.5877470 | 2.233871 | 0.9803672 | 2.362903 | 0.6666831 | 2.298387 | 0.7068749 | 3.088710 | 0.6377309 | 2.153226 | 0.7440207 | 2.620968 | 0.5644300 | 67.19355 | 58.81452 | 1.6209677 | 1.661290 | 12.807313 | 30.34768 | 1.2336260 | 0.4751910 |
| 604 | 103 | 3.834951 | 1.7992214 | 2.155340 | 0.6679979 | 2.223301 | 0.8509745 | 2.189320 | 0.5606216 | 2.708738 | 0.7226187 | 3.184466 | 0.9155259 | 2.946602 | 0.7171315 | 2.951456 | 0.7843899 | 2.990291 | 0.9751334 | 2.970874 | 0.8189701 | 2.708738 | 0.8240392 | 2.407767 | 0.9944640 | 2.558252 | 0.5870371 | 2.592233 | 0.8097070 | 2.640777 | 0.8728404 | 2.616505 | 0.6831440 | 79.95146 | 57.75728 | 3.3592233 | 1.660194 | 12.661799 | 40.58626 | 0.5748720 | 0.4759593 |
| 605 | 18 | 2.944444 | 1.3048427 | 2.722222 | 1.6735153 | 2.777778 | 1.5924659 | 2.750000 | 1.3311870 | 2.833333 | 1.6890652 | 3.055556 | 1.5519332 | 2.944444 | 1.5707706 | 3.444444 | 1.2472191 | 3.555556 | 1.6528842 | 3.500000 | 1.0981267 | 2.666667 | 1.7822656 | 3.388889 | 1.4608172 | 3.027778 | 1.2540783 | 3.722222 | 1.0178152 | 2.111111 | 1.2782750 | 2.916667 | 0.7905694 | 65.77778 | 67.77778 | 2.3333333 | 1.666667 | 24.841984 | 32.80344 | 1.1375929 | 0.4850713 |
| 606 | 44 | 2.363636 | 1.4157077 | 2.159091 | 1.0102540 | 2.136364 | 0.8238003 | 2.147727 | 0.7668991 | 2.636364 | 0.9423106 | 3.022727 | 0.9997357 | 2.829546 | 0.8822750 | 2.772727 | 0.8030070 | 3.022727 | 0.8757359 | 2.897727 | 0.7966466 | 2.181818 | 1.0404097 | 2.136364 | 1.0474978 | 2.159091 | 0.9324432 | 2.840909 | 0.8053074 | 2.590909 | 1.0635216 | 2.715909 | 0.8517951 | 56.84091 | 53.18182 | 2.6818182 | 1.681818 | 21.349738 | 26.75059 | 0.5181688 | 0.4711553 |
| 607 | 25 | 4.600000 | 1.6583124 | 3.280000 | 0.6782330 | 3.120000 | 0.9273618 | 3.200000 | 0.5590170 | 3.240000 | 0.8306624 | 3.240000 | 1.0115994 | 3.240000 | 0.7234178 | 3.320000 | 1.0295630 | 3.200000 | 1.0408330 | 3.260000 | 0.9142392 | 3.120000 | 1.0132456 | 3.280000 | 0.9797959 | 3.200000 | 0.8660254 | 2.880000 | 0.9273618 | 2.720000 | 1.2083046 | 2.800000 | 0.8779711 | 23.40000 | 57.08000 | 2.4800000 | 1.600000 | 19.943671 | 40.42887 | 1.2288206 | 0.5000000 |
| 609 | 25 | 2.720000 | 1.4000000 | 1.280000 | 0.4582576 | 1.400000 | 0.6454972 | 1.340000 | 0.4010403 | 2.880000 | 0.8812869 | 3.560000 | 0.8698659 | 3.220000 | 0.8175166 | 3.600000 | 0.7637626 | 3.560000 | 1.0832051 | 3.580000 | 0.8376555 | 3.200000 | 1.0408330 | 3.120000 | 0.9273618 | 3.160000 | 0.8981462 | 3.640000 | 0.9521905 | 2.880000 | 0.7810250 | 3.260000 | 0.7234178 | 81.56000 | 63.24000 | 0.1600000 | 1.640000 | 17.680215 | 45.97488 | 0.5537749 | 0.4898979 |
| 610 | 25 | 3.600000 | 1.2247449 | 1.960000 | 0.9780934 | 1.320000 | 0.5567764 | 1.640000 | 0.5500000 | 3.400000 | 1.0000000 | 4.080000 | 1.1150486 | 3.740000 | 0.8431093 | 3.600000 | 1.2583057 | 3.640000 | 1.3190906 | 3.620000 | 1.2523312 | 2.840000 | 1.0677078 | 2.920000 | 1.3820275 | 2.880000 | 1.1481870 | 3.360000 | 1.1503623 | 2.960000 | 1.1357817 | 3.160000 | 0.9865766 | 56.60000 | 57.36000 | 3.1600000 | 1.600000 | 19.805302 | 29.46167 | 0.4725816 | 0.5000000 |
| 616 | 25 | 2.440000 | 0.8698659 | 1.960000 | 0.7895146 | 1.920000 | 0.9092121 | 1.940000 | 0.7404953 | 2.840000 | 0.7461010 | 2.840000 | 0.8981462 | 2.840000 | 0.7176350 | 3.120000 | 0.7810250 | 3.280000 | 0.8426150 | 3.200000 | 0.7359801 | 2.880000 | 0.8812869 | 2.560000 | 1.0033278 | 2.720000 | 0.8548879 | 2.960000 | 0.8406347 | 3.040000 | 0.5385165 | 3.000000 | 0.5204165 | 78.52000 | 68.96000 | 2.6400000 | 1.680000 | 9.946188 | 41.07258 | 1.0754844 | 0.4760952 |
| 617 | 25 | 3.080000 | 1.6563011 | 1.760000 | 0.9695360 | 1.000000 | 0.0000000 | 1.380000 | 0.4847680 | 2.440000 | 0.7681146 | 3.640000 | 0.7000000 | 3.040000 | 0.6442049 | 3.640000 | 0.7000000 | 3.720000 | 1.0614456 | 3.680000 | 0.7621242 | 2.640000 | 1.5242484 | 2.920000 | 1.4410644 | 2.780000 | 1.4074208 | 3.600000 | 0.9128709 | 3.040000 | 1.1357817 | 3.320000 | 0.8645808 | 48.56000 | 57.80000 | 0.0000000 | 1.600000 | 1.193035 | 46.34742 | 0.0000000 | 0.5000000 |
| 618 | 124 | 3.306452 | 1.3862121 | 2.572581 | 0.9298430 | 2.088710 | 0.9628219 | 2.330645 | 0.8162155 | 3.000000 | 0.8553989 | 3.112903 | 0.7008668 | 3.056452 | 0.6570743 | 3.145161 | 0.8619655 | 3.241935 | 0.8868595 | 3.193548 | 0.7454733 | 3.193548 | 0.9514851 | 3.064516 | 0.9689650 | 3.129032 | 0.8479314 | 3.435484 | 0.8856759 | 3.145161 | 0.7618287 | 3.290323 | 0.7131083 | 66.76613 | 66.91935 | 3.0322581 | 1.653226 | 20.008985 | 32.21033 | 1.1400719 | 0.4778739 |
| 620 | 24 | 1.750000 | 0.4423259 | 1.416667 | 0.6538625 | 1.250000 | 0.6756639 | 1.333333 | 0.5835921 | 2.500000 | 0.7223151 | 2.916667 | 0.8297022 | 2.708333 | 0.5882300 | 2.875000 | 0.7974143 | 2.625000 | 0.8242256 | 2.750000 | 0.7071068 | 2.458333 | 0.8329709 | 2.583333 | 0.9286112 | 2.520833 | 0.8005320 | 2.833333 | 0.8164966 | 2.625000 | 1.0134959 | 2.729167 | 0.7798992 | 53.00000 | 55.70833 | 3.1666667 | 1.666667 | 11.436022 | 23.98637 | 1.1293194 | 0.4815434 |
| 621 | 10 | 2.900000 | 2.2335821 | 2.400000 | 0.8432740 | 2.100000 | 1.1005049 | 2.250000 | 0.8249579 | 2.900000 | 0.9944289 | 3.400000 | 0.9660918 | 3.150000 | 0.9143911 | 3.800000 | 0.7888106 | 3.400000 | 1.0749677 | 3.600000 | 0.7745967 | 2.800000 | 1.1352924 | 3.700000 | 1.0593499 | 3.250000 | 0.6346478 | 3.700000 | 1.0593499 | 3.200000 | 1.4757296 | 3.450000 | 1.1654756 | 70.90000 | 52.40000 | 1.4000000 | 1.600000 | 14.379383 | 36.49718 | 1.5055453 | 0.5163978 |
| 623 | 202 | 3.782178 | 2.1699162 | 1.826733 | 0.7086377 | 1.396040 | 0.5568070 | 1.611386 | 0.4275571 | 2.301980 | 0.6786701 | 2.584158 | 0.8013338 | 2.443069 | 0.6487466 | 2.153465 | 0.6239123 | 2.311881 | 0.7170680 | 2.232673 | 0.5511831 | 1.430693 | 0.7646731 | 1.727723 | 0.7262825 | 1.579208 | 0.6036072 | 2.405941 | 0.6491973 | 2.168317 | 0.6920919 | 2.287129 | 0.5410812 | 47.40099 | 54.08416 | 1.3415842 | 1.668317 | 15.538192 | 25.43293 | 1.5151485 | 0.4719876 |
| 624 | 74 | 2.648649 | 1.2434203 | 1.770270 | 0.6933598 | 1.608108 | 0.5186275 | 1.689189 | 0.4113351 | 3.378378 | 0.4882932 | 3.513514 | 0.5032291 | 3.445946 | 0.4500195 | 3.527027 | 0.5026770 | 3.472973 | 0.5026770 | 3.500000 | 0.4532984 | 2.770270 | 0.6313130 | 2.500000 | 0.6025062 | 2.635135 | 0.5253655 | 3.608108 | 0.4915050 | 2.851351 | 0.7154352 | 3.229730 | 0.3985349 | 84.97297 | 59.40541 | 3.0135135 | 1.635135 | 4.663977 | 37.26908 | 0.2022641 | 0.4846782 |
| 625 | 26 | 2.153846 | 1.2866175 | 2.115385 | 1.1428709 | 3.038461 | 0.9992305 | 2.576923 | 0.7027419 | 2.500000 | 1.3638182 | 2.538461 | 1.2721877 | 2.519231 | 1.2039997 | 2.538461 | 0.9478721 | 3.269231 | 1.1156233 | 2.903846 | 0.9057509 | 2.730769 | 1.1851647 | 2.461539 | 1.3922864 | 2.596154 | 1.0199925 | 2.461539 | 1.0288156 | 2.769231 | 0.9511127 | 2.615385 | 0.7524320 | 58.30769 | 73.15385 | 1.5769231 | 1.653846 | 22.536671 | 24.01615 | 1.5276931 | 0.4851645 |
| 626 | 32 | 1.781250 | 0.7063936 | 1.625000 | 0.7931155 | 1.031250 | 0.1767767 | 1.328125 | 0.4327216 | 1.937500 | 0.8775883 | 2.750000 | 0.9158109 | 2.343750 | 0.7770654 | 2.781250 | 1.1565905 | 2.781250 | 1.0696510 | 2.781250 | 0.9832263 | 2.250000 | 1.1639754 | 2.031250 | 1.0920349 | 2.140625 | 1.0643366 | 2.687500 | 0.9979818 | 2.406250 | 1.1319231 | 2.546875 | 0.9701960 | 69.84375 | 75.25000 | 0.7187500 | 1.750000 | 28.450420 | 36.30516 | 1.0846250 | 0.4399413 |
| 628 | 41 | 2.536585 | 1.2267347 | 1.317073 | 0.4711170 | 1.121951 | 0.3312946 | 1.219512 | 0.2749723 | 2.146342 | 0.3578390 | 2.390244 | 0.5421277 | 2.268293 | 0.4046227 | 2.560976 | 0.5499446 | 2.707317 | 0.6018265 | 2.634146 | 0.4876524 | 2.536585 | 0.5957164 | 2.707317 | 0.6420242 | 2.621951 | 0.5452120 | 3.268293 | 0.5488347 | 2.804878 | 0.7816493 | 3.036585 | 0.5851308 | 75.90244 | 77.70732 | 2.2926829 | 1.756098 | 20.622566 | 34.12641 | 1.1455109 | 0.4347694 |
| 629 | 25 | 2.840000 | 1.3441230 | 2.440000 | 0.8698659 | 2.120000 | 0.6000000 | 2.280000 | 0.6137318 | 2.800000 | 0.6454972 | 2.720000 | 0.7916228 | 2.760000 | 0.6633250 | 3.200000 | 0.7071068 | 3.160000 | 0.8000000 | 3.180000 | 0.6103278 | 2.640000 | 0.8103497 | 2.760000 | 0.9695360 | 2.700000 | 0.7359801 | 3.160000 | 0.8000000 | 2.560000 | 0.5066228 | 2.860000 | 0.5500000 | 69.80000 | 61.76000 | 3.2000000 | 1.640000 | 19.514951 | 47.39575 | 1.1180340 | 0.4898979 |
| 630 | 124 | 3.911290 | 2.0242919 | 1.491936 | 0.7380040 | 1.580645 | 0.8371144 | 1.536290 | 0.7548579 | 4.524193 | 0.7376485 | 4.532258 | 0.7482824 | 4.528226 | 0.6934725 | 4.677419 | 0.5341719 | 4.661290 | 0.5541726 | 4.669355 | 0.5015711 | 4.104839 | 1.0106631 | 4.225807 | 0.8248056 | 4.165323 | 0.8475737 | 4.669355 | 0.5368044 | 4.596774 | 0.7426535 | 4.633064 | 0.5064979 | 83.76613 | 64.48387 | 3.4274194 | 1.653226 | 16.039133 | 45.93925 | 0.7004457 | 0.4778739 |
| 631 | 19 | 3.947368 | 1.7786913 | 2.000000 | 0.8164966 | 1.631579 | 0.4955946 | 1.815789 | 0.4775669 | 2.947368 | 0.5242650 | 3.368421 | 0.7608859 | 3.157895 | 0.4426132 | 3.368421 | 0.6839856 | 3.473684 | 0.6966923 | 3.421053 | 0.5836465 | 3.000000 | 0.5773503 | 2.894737 | 0.6578363 | 2.947368 | 0.5501196 | 3.368421 | 0.7608859 | 2.842105 | 0.7647191 | 3.105263 | 0.6987876 | 76.15789 | 68.94737 | 2.5263158 | 1.736842 | 17.496867 | 32.69807 | 0.6117753 | 0.4524139 |
| 633 | 25 | 2.000000 | 0.7071068 | 2.240000 | 0.6633250 | 2.000000 | 0.5773503 | 2.120000 | 0.5057997 | 2.560000 | 0.7681146 | 2.440000 | 0.6506407 | 2.500000 | 0.5204165 | 2.440000 | 0.5830952 | 2.440000 | 0.5066228 | 2.440000 | 0.3905125 | 2.560000 | 0.7118052 | 2.600000 | 0.5000000 | 2.580000 | 0.4252450 | 2.480000 | 0.5099020 | 2.320000 | 0.4760952 | 2.400000 | 0.3535534 | 49.92000 | 56.60000 | 2.3600000 | 1.760000 | 16.293966 | 23.52835 | 1.0754844 | 0.4358899 |
| 634 | 25 | 3.440000 | 2.4846194 | 1.000000 | 0.0000000 | 1.000000 | 0.0000000 | 1.000000 | 0.0000000 | 3.320000 | 1.1445523 | 3.840000 | 0.9433981 | 3.580000 | 0.9647970 | 3.800000 | 1.0408330 | 3.840000 | 1.2138094 | 3.820000 | 1.0885771 | 3.640000 | 1.1860298 | 3.440000 | 1.1930353 | 3.540000 | 1.1539786 | 3.640000 | 1.2543258 | 3.240000 | 1.2342339 | 3.440000 | 1.1930353 | 67.96000 | 61.12000 | 2.4400000 | 1.640000 | 15.254726 | 43.06035 | 0.6506407 | 0.4898979 |
| 635 | 25 | 3.320000 | 2.5935818 | 2.040000 | 1.0198039 | 2.520000 | 1.2622731 | 2.280000 | 0.6137318 | 3.440000 | 1.0033278 | 3.360000 | 1.2543258 | 3.400000 | 1.0103630 | 3.800000 | 0.9574271 | 3.680000 | 1.0692677 | 3.740000 | 0.9142392 | 2.960000 | 0.9780934 | 3.960000 | 1.2409674 | 3.460000 | 0.8025999 | 3.800000 | 0.9574271 | 3.160000 | 1.1060440 | 3.480000 | 0.7427427 | 89.80000 | 63.92000 | 2.6400000 | 1.720000 | 10.507934 | 34.89737 | 0.6377042 | 0.4582576 |
| 636 | 103 | 3.291262 | 1.9384200 | 1.339806 | 0.7350257 | 1.864078 | 1.1118660 | 1.601942 | 0.7776259 | 2.533981 | 0.8724041 | 2.718447 | 0.7972683 | 2.626214 | 0.7881427 | 3.009709 | 1.0617701 | 2.951456 | 1.1663471 | 2.980583 | 1.0822143 | 2.631068 | 1.2125996 | 2.504854 | 1.2900356 | 2.567961 | 1.2046652 | 3.058252 | 1.0080581 | 3.019417 | 1.0570082 | 3.038835 | 0.8392612 | 67.93204 | 67.06796 | 3.0194175 | 1.640777 | 20.377449 | 39.89355 | 0.8853999 | 0.4821189 |
| 638 | 124 | 2.588710 | 1.7484585 | 1.274193 | 0.4657141 | 1.032258 | 0.1774015 | 1.153226 | 0.2483885 | 2.395161 | 0.8440952 | 2.669355 | 0.8036682 | 2.532258 | 0.7879735 | 1.951613 | 0.5536991 | 2.072581 | 0.6004522 | 2.012097 | 0.5389832 | 1.919355 | 0.9422061 | 1.895161 | 0.9611862 | 1.907258 | 0.6994973 | 2.725807 | 0.8865637 | 2.330645 | 0.7294254 | 2.528226 | 0.6696147 | 56.61290 | 62.55645 | 2.8951613 | 1.661290 | 28.986318 | 37.97502 | 0.9611862 | 0.4751910 |
| 639 | 16 | 1.875000 | 0.7187953 | 2.437500 | 1.3149778 | 2.750000 | 1.6124515 | 2.593750 | 1.1286976 | 3.562500 | 1.2093387 | 3.062500 | 1.3889444 | 3.312500 | 1.1814539 | 3.250000 | 1.1254629 | 3.562500 | 1.0935416 | 3.406250 | 0.7122441 | 2.312500 | 0.9464847 | 3.062500 | 1.2365948 | 2.687500 | 0.8139410 | 2.750000 | 1.0645813 | 3.750000 | 1.2382784 | 3.250000 | 0.9486833 | 46.37500 | 50.43750 | 0.0625000 | 1.625000 | 40.287095 | 29.33478 | 0.2500000 | 0.5000000 |
| 640 | 124 | 2.991935 | 1.7413945 | 1.693548 | 0.8850834 | 1.217742 | 0.6932952 | 1.455645 | 0.6564629 | 3.451613 | 1.1711633 | 3.766129 | 1.0676992 | 3.608871 | 1.0132466 | 3.298387 | 1.1260395 | 3.411290 | 1.1894666 | 3.354839 | 1.0721421 | 2.830645 | 1.3356998 | 2.653226 | 1.3006837 | 2.741935 | 1.0941156 | 3.080645 | 1.3165413 | 2.709677 | 1.2989939 | 2.895161 | 1.1121542 | 59.17742 | 62.69355 | 1.5080645 | 1.661290 | 27.673782 | 33.29620 | 1.6552256 | 0.4751910 |
| 642 | 124 | 2.709677 | 1.9950108 | 1.741936 | 1.0349264 | 1.653226 | 0.8069249 | 1.697581 | 0.4972222 | 2.588710 | 0.7545213 | 3.016129 | 0.8833038 | 2.802419 | 0.7512011 | 3.024193 | 0.7376485 | 3.338710 | 0.6853531 | 3.181452 | 0.6386427 | 2.233871 | 0.7112210 | 2.701613 | 1.0893411 | 2.467742 | 0.7775873 | 3.298387 | 0.7961272 | 3.016129 | 0.8360172 | 3.157258 | 0.5925243 | 60.62097 | 60.46774 | 0.9274194 | 1.653226 | 17.303880 | 40.58183 | 1.2762584 | 0.4778739 |
| 643 | 124 | 2.975807 | 2.2540432 | 1.250000 | 0.4347694 | 1.137097 | 0.3453448 | 1.193548 | 0.2970702 | 3.838710 | 0.6424938 | 4.250000 | 0.6065362 | 4.044355 | 0.5667340 | 3.862903 | 0.6906422 | 3.879032 | 0.6450908 | 3.870968 | 0.6242751 | 3.483871 | 0.5628596 | 3.129032 | 0.6621932 | 3.306452 | 0.5207471 | 3.443548 | 0.9309705 | 3.451613 | 0.5609927 | 3.447581 | 0.5767111 | 58.83065 | 65.10484 | 2.8548387 | 1.653226 | 28.100494 | 41.05575 | 0.4887939 | 0.4778739 |
| 644 | 24 | 3.541667 | 0.7790276 | 2.833333 | 1.3077251 | 1.875000 | 1.1156008 | 2.354167 | 1.0371278 | 2.916667 | 1.0179548 | 3.166667 | 1.2394482 | 3.041667 | 0.9431292 | 3.208333 | 1.1025333 | 3.041667 | 1.2328534 | 3.125000 | 0.9354143 | 3.208333 | 1.1412871 | 3.041667 | 1.2676293 | 3.125000 | 0.9118781 | 3.041667 | 1.2676293 | 3.083333 | 1.0598058 | 3.062500 | 0.9361403 | 67.12500 | 66.08333 | 2.3333333 | 1.708333 | 30.025080 | 41.60572 | 0.4815434 | 0.4643056 |
| 645 | 10 | 2.600000 | 1.3498971 | 1.600000 | 0.6992059 | 1.300000 | 0.4830459 | 1.450000 | 0.5502525 | 2.300000 | 0.8232726 | 3.100000 | 0.8755950 | 2.700000 | 0.7888106 | 2.900000 | 1.3703203 | 3.600000 | 1.2649111 | 3.250000 | 1.2747549 | 2.300000 | 1.2516656 | 2.400000 | 1.7126977 | 2.350000 | 1.3343746 | 2.900000 | 1.1005049 | 2.100000 | 0.9944289 | 2.500000 | 0.9718253 | 81.00000 | 55.70000 | 3.5000000 | 1.600000 | 21.343747 | 21.18202 | 1.1785113 | 0.5163978 |
| 647 | 124 | 3.064516 | 1.2280061 | 2.072581 | 1.0372994 | 1.854839 | 0.9256380 | 1.963710 | 0.7548579 | 3.201613 | 1.1685572 | 3.959677 | 1.0153232 | 3.580645 | 0.9614249 | 2.750000 | 1.1660858 | 3.088710 | 1.3374657 | 2.919355 | 1.0248678 | 2.475807 | 1.3218840 | 2.233871 | 1.2238077 | 2.354839 | 1.0096570 | 2.838710 | 1.0232031 | 2.403226 | 1.1037214 | 2.620968 | 0.9092366 | 55.20968 | 63.43548 | 3.1370968 | 1.645161 | 17.516670 | 36.45673 | 0.8198223 | 0.4804055 |
| 649 | 49 | 2.612245 | 0.8615956 | 1.326531 | 0.5548181 | 1.163265 | 0.4255848 | 1.244898 | 0.4463095 | 2.469388 | 0.7665410 | 2.530612 | 0.7665410 | 2.500000 | 0.6846532 | 2.428571 | 0.5773503 | 2.489796 | 0.6494372 | 2.459184 | 0.5667592 | 2.530612 | 0.5810207 | 2.489796 | 0.5817520 | 2.510204 | 0.5447648 | 2.591837 | 0.6095889 | 2.714286 | 0.5400617 | 2.653061 | 0.4809288 | 59.32653 | 64.02041 | 3.4081633 | 1.632653 | 15.800037 | 32.15489 | 0.4965870 | 0.4870779 |
| 652 | 25 | 2.720000 | 2.1315096 | 2.440000 | 1.0440307 | 2.840000 | 1.1060440 | 2.640000 | 0.8602325 | 3.480000 | 0.6531973 | 3.480000 | 0.7702813 | 3.480000 | 0.6204837 | 3.440000 | 0.8698659 | 3.200000 | 0.9574271 | 3.320000 | 0.6904105 | 3.320000 | 0.8020806 | 3.080000 | 1.1518102 | 3.200000 | 0.7637626 | 3.160000 | 0.8981462 | 3.160000 | 0.9433981 | 3.160000 | 0.7599342 | 70.28000 | 63.20000 | 1.0400000 | 1.680000 | 10.466295 | 35.28928 | 1.2741010 | 0.4760952 |
| 654 | 49 | 4.244898 | 2.2687241 | 2.163265 | 1.1962953 | 1.326531 | 0.6578929 | 1.744898 | 0.6544913 | 2.897959 | 0.7969969 | 3.122449 | 0.6656029 | 3.010204 | 0.6574081 | 3.183673 | 0.7548032 | 3.142857 | 0.7905694 | 3.163265 | 0.7172557 | 2.489796 | 1.0432811 | 3.040816 | 0.9345049 | 2.765306 | 0.8785763 | 3.244898 | 0.6931394 | 2.918367 | 0.6719603 | 3.081633 | 0.5714286 | 74.02041 | 59.97959 | 3.0000000 | 1.673469 | 12.963876 | 36.95633 | 0.8897565 | 0.4738035 |
| 655 | 25 | 2.680000 | 2.3223551 | 1.520000 | 0.6531973 | 1.280000 | 0.4582576 | 1.400000 | 0.4564355 | 2.720000 | 0.7916228 | 2.880000 | 0.9273618 | 2.800000 | 0.8291562 | 3.000000 | 0.8660254 | 2.760000 | 0.8306624 | 2.880000 | 0.8072587 | 3.000000 | 1.1902381 | 2.760000 | 0.7788881 | 2.880000 | 0.9160604 | 3.280000 | 0.8906926 | 2.800000 | 0.8164966 | 3.040000 | 0.8154753 | 59.84000 | 62.48000 | 3.1600000 | 1.680000 | 16.717456 | 35.28470 | 0.6244998 | 0.4760952 |
| 656 | 25 | 2.760000 | 2.2412794 | 2.040000 | 1.0198039 | 1.920000 | 1.0770330 | 1.980000 | 0.9069179 | 3.040000 | 1.2741010 | 3.040000 | 1.3063945 | 3.040000 | 1.1982626 | 2.800000 | 0.8164966 | 3.080000 | 1.0376255 | 2.940000 | 0.7947746 | 3.040000 | 1.2409674 | 2.680000 | 0.9451631 | 2.860000 | 0.7708221 | 3.040000 | 1.0598742 | 3.400000 | 1.4142136 | 3.220000 | 1.1463711 | 71.80000 | 67.16000 | 2.9600000 | 1.680000 | 21.851773 | 31.61840 | 0.8888194 | 0.4760952 |
| 659 | 15 | 3.733333 | 3.0814344 | 1.866667 | 1.0600988 | 1.400000 | 0.6324555 | 1.633333 | 0.6672616 | 3.333333 | 1.0465362 | 3.333333 | 0.9759001 | 3.333333 | 0.9193683 | 2.866667 | 0.9904304 | 2.866667 | 1.3020131 | 2.866667 | 1.0258562 | 3.066667 | 1.3345233 | 2.666667 | 1.7593289 | 2.866667 | 1.4200939 | 2.533333 | 0.9904304 | 2.800000 | 1.1464230 | 2.666667 | 0.8380817 | 66.53333 | 76.00000 | 2.0666667 | 1.800000 | 13.141356 | 29.84244 | 1.1629192 | 0.4140393 |
| 660 | 25 | 3.520000 | 2.4852901 | 1.880000 | 1.1661904 | 1.440000 | 0.7118052 | 1.660000 | 0.7868714 | 2.280000 | 0.7916228 | 3.240000 | 1.0519823 | 2.760000 | 0.8431093 | 3.080000 | 0.8124038 | 3.000000 | 1.0408330 | 3.040000 | 0.8406347 | 1.880000 | 0.8812869 | 2.280000 | 0.9797959 | 2.080000 | 0.7729812 | 2.800000 | 0.9128709 | 2.360000 | 1.3190906 | 2.580000 | 0.9861541 | 47.52000 | 60.36000 | 2.7600000 | 1.680000 | 20.538825 | 42.99698 | 1.1647603 | 0.4760952 |
| 662 | 28 | 3.357143 | 2.0586635 | 2.214286 | 0.9946949 | 1.464286 | 0.8380817 | 1.839286 | 0.7941169 | 2.964286 | 1.0708993 | 3.678571 | 0.9833266 | 3.321429 | 0.9643102 | 3.000000 | 0.7200823 | 3.250000 | 0.8443713 | 3.125000 | 0.7021791 | 1.821429 | 0.9449112 | 2.321429 | 0.8189230 | 2.071429 | 0.5563486 | 2.857143 | 0.7559289 | 2.321429 | 0.8629652 | 2.589286 | 0.6390614 | 60.57143 | 65.39286 | 2.8214286 | 1.714286 | 18.703196 | 35.68207 | 0.9449112 | 0.4600437 |
| 664 | 124 | 3.016129 | 1.5512066 | 3.112903 | 0.9213782 | 2.443548 | 1.0065026 | 2.778226 | 0.7738154 | 2.556452 | 0.7358687 | 2.798387 | 0.7322961 | 2.677419 | 0.6723141 | 2.701613 | 0.7961272 | 2.911290 | 0.9457831 | 2.806452 | 0.8330317 | 2.250000 | 0.9072876 | 1.991936 | 0.8695010 | 2.120968 | 0.7553898 | 2.564516 | 0.8385230 | 2.572581 | 0.7669323 | 2.568548 | 0.5889728 | 75.32258 | 64.73387 | 2.9435484 | 1.653226 | 19.181439 | 40.69860 | 0.5885412 | 0.4778739 |
| 668 | 25 | 3.480000 | 1.8956090 | 2.560000 | 1.0832051 | 2.080000 | 1.0376255 | 2.320000 | 0.5930149 | 2.480000 | 1.0847427 | 2.440000 | 1.0832051 | 2.460000 | 1.0400321 | 3.160000 | 0.8981462 | 3.160000 | 0.9865766 | 3.160000 | 0.7868714 | 2.600000 | 1.3228757 | 2.880000 | 1.0535654 | 2.740000 | 1.0115994 | 3.080000 | 1.2556539 | 2.480000 | 0.8717798 | 2.780000 | 0.9473648 | 52.48000 | 51.20000 | 2.4400000 | 1.560000 | 22.448311 | 23.62202 | 1.3564660 | 0.5066228 |
| 669 | 25 | 4.240000 | 2.4542480 | 1.640000 | 0.7571878 | 1.760000 | 0.9255629 | 1.700000 | 0.4082483 | 2.440000 | 0.9165151 | 2.280000 | 0.8906926 | 2.360000 | 0.8103497 | 2.800000 | 0.8660254 | 2.840000 | 0.8504901 | 2.820000 | 0.7621242 | 2.240000 | 0.8306624 | 2.680000 | 1.0295630 | 2.460000 | 0.7059273 | 2.480000 | 0.8717798 | 2.200000 | 0.9574271 | 2.340000 | 0.6570134 | 61.56000 | 53.48000 | 3.2400000 | 1.560000 | 18.828347 | 32.02489 | 0.7788881 | 0.5066228 |
| 670 | 25 | 3.760000 | 1.7146428 | 2.080000 | 1.5253415 | 1.880000 | 1.1298968 | 1.980000 | 0.8225975 | 2.440000 | 1.2935739 | 3.160000 | 1.0677078 | 2.800000 | 1.0897247 | 3.160000 | 1.1060440 | 3.240000 | 1.3000000 | 3.200000 | 1.1180340 | 2.200000 | 1.2583057 | 2.360000 | 1.5242484 | 2.280000 | 1.1554220 | 2.920000 | 1.1150486 | 2.720000 | 1.4583095 | 2.820000 | 1.2322067 | 47.76000 | 60.52000 | 0.6800000 | 1.560000 | 25.831634 | 38.30918 | 1.2819256 | 0.5066228 |
| 671 | 25 | 2.680000 | 1.5198684 | 1.800000 | 1.0408330 | 1.960000 | 0.7895146 | 1.880000 | 0.5642104 | 2.640000 | 0.8602325 | 2.960000 | 1.0984838 | 2.800000 | 0.8897565 | 2.160000 | 0.9865766 | 2.200000 | 1.0000000 | 2.180000 | 0.9340771 | 2.040000 | 0.8406347 | 2.160000 | 1.1789826 | 2.100000 | 0.9574271 | 2.560000 | 0.9165151 | 2.440000 | 1.3253930 | 2.500000 | 0.9242114 | 64.96000 | 46.12000 | 0.0000000 | 1.560000 | 20.135955 | 35.45810 | 0.0000000 | 0.5066228 |
| 672 | 124 | 2.830645 | 1.4800669 | 2.443548 | 0.7247362 | 2.112903 | 0.7984709 | 2.278226 | 0.5569313 | 3.435484 | 0.7127405 | 3.750000 | 0.8127540 | 3.592742 | 0.6994973 | 2.895161 | 0.6352587 | 3.298387 | 0.9193479 | 3.096774 | 0.6737754 | 2.564516 | 0.7987993 | 2.596774 | 0.8734508 | 2.580645 | 0.7766592 | 3.459677 | 0.7798185 | 2.903226 | 0.7147614 | 3.181452 | 0.6386427 | 61.72581 | 64.43548 | 2.7419355 | 1.653226 | 23.824336 | 32.67386 | 0.8152108 | 0.4778739 |
| 674 | 74 | 2.797297 | 1.7825619 | 2.581081 | 0.9216833 | 2.229730 | 0.8528325 | 2.405405 | 0.4431803 | 3.081081 | 0.8561903 | 3.337838 | 0.7635000 | 3.209459 | 0.7585438 | 3.445946 | 0.8780722 | 3.621622 | 0.9750687 | 3.533784 | 0.8453381 | 2.689189 | 0.7388565 | 2.608108 | 0.9336564 | 2.648649 | 0.6009680 | 3.459459 | 0.7619224 | 2.810811 | 0.9461628 | 3.135135 | 0.6789259 | 63.77027 | 61.82432 | 3.1891892 | 1.635135 | 13.214300 | 39.31620 | 0.7526333 | 0.4846782 |
| 677 | 124 | 2.975807 | 2.1918686 | 1.580645 | 0.6759128 | 1.516129 | 0.6179414 | 1.548387 | 0.4746387 | 2.524193 | 0.6803121 | 3.024193 | 0.8010533 | 2.774193 | 0.6906896 | 2.790323 | 0.7785143 | 2.645161 | 0.9558851 | 2.717742 | 0.8070873 | 2.225807 | 0.5074840 | 2.177419 | 0.8069655 | 2.201613 | 0.5444448 | 2.725807 | 0.7023620 | 2.354839 | 0.6141098 | 2.540323 | 0.4579771 | 72.21774 | 59.95161 | 2.7177419 | 1.653226 | 16.743673 | 31.05014 | 0.6694311 | 0.4778739 |
| 678 | 25 | 3.520000 | 2.5839247 | 2.040000 | 1.2069245 | 1.440000 | 0.7681146 | 1.740000 | 0.7921490 | 2.080000 | 0.9092121 | 3.000000 | 1.0000000 | 2.540000 | 0.8650626 | 3.280000 | 0.8906926 | 3.520000 | 1.0456258 | 3.400000 | 0.9354143 | 1.920000 | 1.1874342 | 3.000000 | 1.5000000 | 2.460000 | 0.7762087 | 3.360000 | 0.8103497 | 2.240000 | 1.0519823 | 2.800000 | 0.7772816 | 38.88000 | 66.52000 | 1.3200000 | 1.640000 | 29.237989 | 46.16557 | 1.3453624 | 0.4898979 |
| 679 | 11 | 2.454546 | 1.8090681 | 2.363636 | 0.9244163 | 2.363636 | 0.6741999 | 2.363636 | 0.6360389 | 2.272727 | 1.1908744 | 2.818182 | 0.7507572 | 2.545454 | 0.9070431 | 3.090909 | 1.0444659 | 2.363636 | 1.0269106 | 2.727273 | 0.9839623 | 2.363636 | 1.0269106 | 2.727273 | 1.1037127 | 2.545454 | 0.9341987 | 2.727273 | 0.6466698 | 2.727273 | 0.9045340 | 2.727273 | 0.6842381 | 57.54545 | 55.09091 | 3.1818182 | 1.545454 | 27.536752 | 40.39419 | 1.1677484 | 0.5222330 |
| 680 | 124 | 3.879032 | 1.7371725 | 1.701613 | 0.7541736 | 1.669355 | 0.7067822 | 1.685484 | 0.4392702 | 2.451613 | 0.5892649 | 2.838710 | 0.5897098 | 2.645161 | 0.5170829 | 2.161290 | 0.6550256 | 2.153226 | 0.7440207 | 2.157258 | 0.6482213 | 2.112903 | 0.8085888 | 1.927419 | 0.7669323 | 2.020161 | 0.6759492 | 2.153226 | 0.7330120 | 2.153226 | 0.7967858 | 2.153226 | 0.6872161 | 85.55645 | 62.57258 | 3.5241935 | 1.653226 | 6.810206 | 39.75089 | 0.5173998 | 0.4778739 |
| 682 | 25 | 3.960000 | 1.8814888 | 2.000000 | 1.0000000 | 1.800000 | 0.8164966 | 1.900000 | 0.5400617 | 2.360000 | 0.6377042 | 2.800000 | 0.8164966 | 2.580000 | 0.6563790 | 2.200000 | 0.7071068 | 2.200000 | 0.7637626 | 2.200000 | 0.6614378 | 2.120000 | 1.0132456 | 2.400000 | 1.2247449 | 2.260000 | 1.0218447 | 2.840000 | 0.7461010 | 2.800000 | 1.0801234 | 2.820000 | 0.7483315 | 60.76000 | 58.28000 | 2.6400000 | 1.560000 | 17.687755 | 42.51227 | 0.8103497 | 0.5066228 |
| 683 | 99 | 3.080808 | 2.0784451 | 1.696970 | 0.9417152 | 1.505051 | 0.8375589 | 1.601010 | 0.7070339 | 1.959596 | 0.8441780 | 2.717172 | 0.8456419 | 2.338384 | 0.7687396 | 3.212121 | 0.8952565 | 3.323232 | 0.8430785 | 3.267677 | 0.8460989 | 2.252525 | 1.0136158 | 2.606061 | 1.1677484 | 2.429293 | 0.7457707 | 2.909091 | 0.7836454 | 1.919192 | 0.9111192 | 2.414141 | 0.6963476 | 48.19192 | 65.91919 | 1.7373737 | 1.646465 | 25.109831 | 45.97241 | 1.5292112 | 0.4805000 |
| 684 | 25 | 4.880000 | 2.1855587 | 2.440000 | 0.8205689 | 2.120000 | 0.9273618 | 2.280000 | 0.6626965 | 2.440000 | 0.8205689 | 3.400000 | 1.0000000 | 2.920000 | 0.8376555 | 2.960000 | 0.7895146 | 3.240000 | 1.2000000 | 3.100000 | 0.9013878 | 2.640000 | 1.2206556 | 3.000000 | 1.1902381 | 2.820000 | 0.9115006 | 3.200000 | 1.0000000 | 2.400000 | 1.2247449 | 2.800000 | 0.7071068 | 66.36000 | 55.40000 | 2.4800000 | 1.560000 | 18.062115 | 38.78144 | 1.2948616 | 0.5066228 |
| 686 | 24 | 2.000000 | 0.6593805 | 2.083333 | 0.8805466 | 1.708333 | 0.9990938 | 1.895833 | 0.8072924 | 2.875000 | 1.0347232 | 3.416667 | 1.0179548 | 3.145833 | 0.9146057 | 2.875000 | 0.8501918 | 3.333333 | 1.3726099 | 3.104167 | 1.0318743 | 3.041667 | 1.3981095 | 2.791667 | 1.2150923 | 2.916667 | 1.1000659 | 3.250000 | 0.9890707 | 3.333333 | 1.2394482 | 3.291667 | 0.9431292 | 77.66667 | 68.41667 | 2.6666667 | 1.666667 | 15.724992 | 37.03220 | 0.4815434 | 0.4815434 |
| 687 | 25 | 3.240000 | 2.2412794 | 2.960000 | 1.3063945 | 1.640000 | 0.9073772 | 2.300000 | 1.0307764 | 2.680000 | 1.0295630 | 3.840000 | 0.8981462 | 3.260000 | 0.8180261 | 3.280000 | 1.0214369 | 3.400000 | 1.0801234 | 3.340000 | 0.8864724 | 2.440000 | 1.1575837 | 2.040000 | 1.0598742 | 2.240000 | 0.9907909 | 3.600000 | 0.9128709 | 2.800000 | 1.0000000 | 3.200000 | 0.8291562 | 63.64000 | 51.48000 | 1.4000000 | 1.520000 | 30.939295 | 45.76035 | 1.1547005 | 0.5099020 |
| 688 | 25 | 4.200000 | 2.0000000 | 1.600000 | 1.0408330 | 1.280000 | 0.5416026 | 1.440000 | 0.6006940 | 1.920000 | 0.8124038 | 2.160000 | 0.8504901 | 2.040000 | 0.8025999 | 2.400000 | 0.6454972 | 2.680000 | 0.8020806 | 2.540000 | 0.6910137 | 1.920000 | 0.7593857 | 1.840000 | 0.6244998 | 1.880000 | 0.6000000 | 1.560000 | 0.5830952 | 2.240000 | 0.7788881 | 1.900000 | 0.5951190 | 48.24000 | 54.04000 | 0.0000000 | 1.560000 | 18.086090 | 39.85127 | 0.0000000 | 0.5066228 |
| 689 | 38 | 2.500000 | 1.7514473 | 2.342105 | 1.3808794 | 1.842105 | 1.1746492 | 2.092105 | 0.9575819 | 2.421053 | 1.2221288 | 3.526316 | 1.3302477 | 2.973684 | 1.1386773 | 3.447368 | 1.3294455 | 2.973684 | 1.5507076 | 3.210526 | 1.4076604 | 2.526316 | 1.2678316 | 2.842105 | 1.5858550 | 2.684210 | 1.2380295 | 3.500000 | 1.3506755 | 2.684210 | 1.4906060 | 3.092105 | 1.2673406 | 47.76316 | 60.00000 | 2.2105263 | 1.552632 | 35.383180 | 40.55693 | 1.8910585 | 0.5038966 |
| 690 | 50 | 3.680000 | 1.8564834 | 1.320000 | 0.4712121 | 1.280000 | 0.4535574 | 1.300000 | 0.3499271 | 2.680000 | 0.5126960 | 3.060000 | 0.3730733 | 2.870000 | 0.3615443 | 2.560000 | 0.6749150 | 2.900000 | 0.7626484 | 2.730000 | 0.6244181 | 2.380000 | 1.0279760 | 2.240000 | 0.9160697 | 2.310000 | 0.9196827 | 2.380000 | 0.9452351 | 2.260000 | 0.7774894 | 2.320000 | 0.7743332 | 60.82000 | 59.18000 | 3.2200000 | 1.620000 | 14.216532 | 29.46440 | 0.4646702 | 0.4903144 |
| 695 | 25 | 2.480000 | 2.1236761 | 2.640000 | 1.5513435 | 3.720000 | 1.3076697 | 3.180000 | 1.1715375 | 2.640000 | 1.5779734 | 2.680000 | 1.6258331 | 2.660000 | 1.4268263 | 3.320000 | 1.5737429 | 3.520000 | 1.3576941 | 3.420000 | 1.1874342 | 2.600000 | 1.5000000 | 3.040000 | 1.5673757 | 2.820000 | 1.1803954 | 2.560000 | 1.3868429 | 2.400000 | 1.1547005 | 2.480000 | 0.8836477 | 55.48000 | 59.08000 | 3.1200000 | 1.720000 | 35.551746 | 32.73113 | 1.3012814 | 0.4582576 |
Personality Traits
Listeners rated the 10 aspect-level personality traits for each recording they listened to. Each question used the following format - “How [trait] does this person sound?” with additional example adjectives taken from the respective items used on the BFAS. For example:
How enthusiastic does this person sound?
They sound like they make friends easily; warms up to others quickly; shows happiness and enthusiasm easily; fun; can get caught up in excitement.
Personality traits were rated using a 5-point Likert scale where:
Not at all
A little
Moderately
Quite a bit
Extremely
# df_LRs %>%
# #Keep only ID, number of ratings, and aspect traits
# select(listener_id, n_ratings,
# starts_with("m_"),
# -ends_with(".conf"),
# -m_age, -m_neuroticism,
# -m_conscientiousness,
# -m_agreeableness,
# -m_extraversion,
# -m_openint,
# -m_attractive,
# -m_gender,
# -m_ses,
# -m_sex) %>%
# pivot_longer(m_withdrawn:m_open,
# names_to = "Trait",
# names_prefix = "m_",
# values_to = "avg_rating") %>%
# ggplot(aes(avg_rating)) +
# geom_histogram(aes(y = after_stat(density)),
# fill = "blue",
# alpha = .5
# #color = "gray"
# )+
# geom_density()+
# theme_minimal()+
# xlim(1,5)+
# facet_wrap(~factor(Trait, #Coerce ~Trait but as a factor in the specified order
# c("withdrawn", "volatile", "compassionate", "polite",
# "industrious", "orderly", "enthusiastic", "assertive",
# "intellectual", "open")),
# ncol = 5) +
# scale_fill_brewer(palette = "YlGnBu") +
# theme(strip.text = element_text(face = "bold"),
# plot.title = element_text(hjust = .5))
#
#
# df_LRs %>%
# select(listener_id, n_ratings,
# starts_with("m_"),
# -ends_with(".conf"),
# -m_age, -m_neuroticism,
# -m_conscientiousness,
# -m_agreeableness,
# -m_extraversion,
# -m_openint,
# -m_attractive,
# -m_gender,
# -m_ses,
# -m_sex) %>%
# pivot_longer(m_withdrawn:m_open,
# names_to = "Trait",
# names_prefix = "m_",
# values_to = "avg_rating") %>%
# ggplot(aes(avg_rating)) +
# geom_density(fill = "darkblue",
# alpha = .4)+
# theme_minimal()+
# xlim(1,5)+
# facet_wrap(~factor(Trait, #Coerce ~Trait but as a factor in the specified order
# c("withdrawn", "volatile", "compassionate", "polite",
# "industrious", "orderly", "enthusiastic", "assertive",
# "intellectual", "open")),
# ncol = 5) +
# # scale_fill_brewer(palette = "YlGnBu") +
# theme(strip.text = element_text(face = "bold"),
# plot.title = element_text(hjust = .5))
df_LRs %>%
select(listener_id, n_ratings,
starts_with("m_"),
-ends_with(".conf"),
-m_age, -m_neuroticism,
-m_conscientiousness,
-m_agreeableness,
-m_extraversion,
-m_openint,
-m_attractive,
-m_gender,
-m_ses,
-m_sex) %>%
pivot_longer(m_withdrawn:m_open,
names_to = "Trait",
names_prefix = "m_",
values_to = "avg_rating") %>%
ggplot(aes(Trait, avg_rating)) +
geom_boxplot(outlier.shape = NA)+
geom_jitter(width = .15,
height = .05,
alpha = .3,
color = "#003594")+
theme_minimal() +
labs(title = "Listeners' Average Trait Ratings\nAcross All Speakers",
y = "Average Rating for All Speakers") +
theme(plot.title = element_text(hjust = .5),
axis.text.x = element_text(angle = 20,
hjust = 1,
face = "bold")) +
scale_x_discrete(limits = c("withdrawn", "volatile", "compassionate", "polite",
"industrious", "orderly", "enthusiastic", "assertive",
"intellectual", "open"))
df_LRs %>%
select(listener_id, n_ratings,
starts_with("m_"),
-ends_with(".conf"),
-m_age, -m_neuroticism,
-m_conscientiousness,
-m_agreeableness,
-m_extraversion,
-m_openint,
-m_attractive,
-m_gender,
-m_ses,
-m_sex) %>%
pivot_longer(m_withdrawn:m_open,
names_to = "Trait",
names_prefix = "m_",
values_to = "avg_rating") %>%
mutate(Trait = factor(Trait, c("withdrawn", "volatile", "compassionate", "polite",
"industrious", "orderly", "enthusiastic", "assertive",
"intellectual", "open"))) %>%
group_by(Trait) %>%
summarise(Mean_rating = round(mean(avg_rating),2),
SD = round(sd(avg_rating), 2)) %>%
gt() %>%
tab_options(table.align = "center") %>%
cols_width(everything() ~ px(120)) %>%
cols_align("center")
| Trait | Mean_rating | SD |
|---|---|---|
| withdrawn | 1.93 | 0.53 |
| volatile | 1.90 | 0.58 |
| compassionate | 2.75 | 0.52 |
| polite | 3.17 | 0.50 |
| industrious | 3.07 | 0.58 |
| orderly | 3.19 | 0.53 |
| enthusiastic | 2.67 | 0.54 |
| assertive | 2.73 | 0.55 |
| intellectual | 3.07 | 0.53 |
| open | 2.79 | 0.53 |
Listeners rated speakers’ attractiveness using a 100-point visual analogue scale slider (VAS) with anchor values of “Not attractive” (0), “Neutral” (50), and “Attractive” (100). Numerical values were not displayed to the listeners. Listeners were required to click on the VAS to make a rating.
df_LRs %>%
summarise(Mean = round(mean(m_attractive),2),
SD = round(sd(m_attractive),2),
Med = median(m_attractive)) %>%
gt() %>%
tab_options(table.align = "center") %>%
cols_width( everything() ~ px(100)) %>%
cols_align("center")
| Mean | SD | Med |
|---|---|---|
| 61.53 | 12.71 | 61.4 |
# df_LRs %>%
# ggplot(aes(m_attractive)) +
# geom_density() +
# theme_minimal() +
# geom_vline(xintercept = mean(df_LRs$m_attractive),
# linetype = "dotted") +
# geom_vline(xintercept = mean(df_LRs$m_attractive) + mean(df_LRs$sd_attractive),
# linetype = "dashed") +
# geom_vline(xintercept = mean(df_LRs$m_attractive) - mean(df_LRs$sd_attractive),
# linetype = "dashed")
df_LRs %>%
ggplot(aes(m_attractive)) +
geom_density() +
theme_minimal() +
labs(x = "Average Rating",
title = "Average Attractiveness Rating\nAcross All Speakers") +
theme(plot.title = element_text(hjust = .5))
Listeners rated speakers’ age in 5-year increments using a Likert scale, where:
18-22
23-27
28-32
33-37
38-42
43-47
48-52
53-57
58-62
63-67
68+
df_LRs %>%
ggplot(aes(m_age)) +
geom_histogram(fill = "#003594",
color = "gray") +
xlim(1,11) +
geom_vline(xintercept = 1:11,
linetype = "dashed",
alpha = .3) +
theme_minimal() +
coord_flip() +
#scale_y_continuous(breaks = 1:10) +
scale_x_continuous(position = "top",
breaks = 1:11,
labels =
c( "18-22", "23-27", "28-32",
"33-37", "38-42", "43-47",
"48-52", "53-57", "58-62",
"63-67", "68+")) +
labs(title = "Distribution of Listeners'\nAverage Rating of Speakers' Age",
caption = "Note: m_age values exist between 1:11,\nvalues in figure converted to 5-year increments for interpretability") +
theme(plot.title = element_text(hjust = .5,
face = "bold"),
axis.title = element_text(face = "bold",
size = 14),
axis.text = element_text(face = "bold",
size = 12)) -> m.age.hist
df_demo %>%
ggplot(aes(role, age)) +
geom_boxplot(width = .3,
fill = "#003594",
color = "gray",
alpha = .8) +
geom_jitter(height = .2,
width = .05,
alpha = .3) +
theme_minimal() +
labs(title = "Speakers' Actual Ages") +
theme(
axis.title = element_blank(),
axis.text.x = element_blank(),
plot.title = element_text(face = "bold",
size = 14,
hjust = .5),
axis.text = element_text(face = "bold",
size = 12)
)+
#use scale_x_discrete to display only the speaker role,
#giving mapping a y variable (age)
scale_x_discrete(limits = c("speaker")) +
#place y text on right (old - ignore)
scale_y_continuous(position = "left",
limits = c(18,70)) -> box.age
ggarrange(box.age, m.age.hist,
align = "h")
# ggsave("figure_age.png")
#
# ggsave("figure_age_white.png",
# bg = "white")
Distribution of average sex rating, where 1 = man and 2 = woman.
The current sample of speakers is 69% female.
df_LRs %>%
ggplot(aes(m_sex)) +
geom_histogram(fill = "#003594",
color = "gray") +
xlim(1,2) +
theme_minimal()
## Warning: Removed 2 rows containing missing values (`geom_bar()`).
r.sex
1 = speaker is a man
2 = speaker is a woman
Examine average masculinity and feminity ratings based on presumed speaker sex
#Listener rating DF is not included to reduce file size.
# listenerRatings %>%
# mutate(r.sex = case_when(
# r.sex == 1 ~ "Spkr is male",
# r.sex == 2 ~ "Spkr is female"
# )) %>%
# ggplot(aes(r.gender, fill = r.sex)) +
# geom_density(alpha = .8) +
# theme_minimal() +
# labs(x = "Perceived masculinity (0) - femininity (100)")+
# theme(legend.title = element_blank(),
# legend.position = "bottom") +
# scale_fill_brewer(palette = "YlGnBu") +
# guides(fill = guide_legend(reverse = T))
# Output of this code is shown below
Distribution of masculinity / femininity ratings by assumed speaker sex
Listeners rated each speaker using a 6-point Likert scale with the following options:
0 = I don’t know
1 = Upper class
2 = Upper-middle class
3 = Middle class
4 = Working class
5 = Lower class
Distribution of raw ratings
*code used to calculate not included due to the large file size
Distribution of SES ratings from listeners
Here is a distribution of the average SES ratings across all respective listeners.
df_LRs %>%
ggplot(aes(m_ses)) +
geom_histogram(fill = "#003594",
color = "gray") +
theme_minimal() +
# xlim(0,5)
labs(title = "Histogram of Listeners' Mean SES Ratings\nAcross All Speakers") +
theme(plot.title = element_text(hjust = .5))
Regression analysis showing that volatility and withdrawal are significantly lower
#set contrast?
#convert to long format
df_LRs %>%
select(listener_id, n_ratings,
starts_with("m_"),
-ends_with(".conf"),
-m_age, -m_neuroticism,
-m_conscientiousness,
-m_agreeableness,
-m_extraversion,
-m_openint,
-m_attractive,
-m_gender,
-m_ses,
-m_sex) %>%
pivot_longer(m_withdrawn:m_open,
names_to = "Trait",
names_prefix = "m_",
values_to = "avg_rating") -> avg_traits_long
#add variable corresponding to big five
avg_traits_long %>%
mutate(Domain = case_when(
Trait == "withdrawn" ~ "Neuroticism",
Trait == "volatile" ~ "Neuroticism",
Trait == "compassionate" ~ "Agreeableness",
Trait == "polite" ~ "Agreeableness",
Trait == "industrious" ~ "Conscientiousness",
Trait == "orderly" ~ "Conscientiousness",
Trait == "enthusiastic" ~ "Extraversion",
Trait == "assertive" ~ "Extraversion",
Trait == "intellectual" ~ "Open/Intellect",
Trait == "open" ~ "Open/Intellect"
)) -> avg_traits_long
avg_traits_long %>%
ggplot(aes(Trait, avg_rating, fill = Domain)) +
geom_boxplot(outlier.alpha = .5) +
# geom_jitter(width = .1,
# alpha = .1)+
theme_minimal() +
labs(x = "Aspect Level Traits",
title = "Distribution of Listeners' Average Trait Ratings")+
theme(axis.text.x = element_text(angle = 20,
face = "bold",
hjust = .75,
size = 10),
legend.position = "bottom",
legend.text = element_text(face = "bold",
size = 10),
plot.title = element_text(hjust = .5)) +
scale_fill_brewer(palette = "YlGnBu") +
scale_x_discrete(limits = c("compassionate", "polite",
"industrious", "orderly",
"assertive", "enthusiastic",
"volatile", "withdrawn",
"intellectual", "open")) -> traits_box
traits_box
# ggsave("dist_avg_ratigns.png",
# plot = traits_box,
# dpi = 300,
# width = 8,
# height = 5,
# units = "in")
#
Regression between average traits:
summary(lm(avg_rating ~ Trait, data = avg_traits_long))
##
## Call:
## lm(formula = avg_rating ~ Trait, data = avg_traits_long)
##
## Residuals:
## Min 1Q Median 3Q Max
## -2.07036 -0.36560 0.00093 0.33440 2.70093
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 2.73490 0.01576 173.532 < 2e-16 ***
## Traitcompassionate 0.01840 0.02229 0.826 0.40909
## Traitenthusiastic -0.06083 0.02229 -2.729 0.00636 **
## Traitindustrious 0.33522 0.02229 15.040 < 2e-16 ***
## Traitintellectual 0.33070 0.02229 14.837 < 2e-16 ***
## Traitopen 0.05247 0.02229 2.354 0.01859 *
## Traitorderly 0.45816 0.02229 20.556 < 2e-16 ***
## Traitpolite 0.43546 0.02229 19.538 < 2e-16 ***
## Traitvolatile -0.83583 0.02229 -37.501 < 2e-16 ***
## Traitwithdrawn -0.80805 0.02229 -36.254 < 2e-16 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.54 on 11730 degrees of freedom
## Multiple R-squared: 0.4045, Adjusted R-squared: 0.404
## F-statistic: 885.3 on 9 and 11730 DF, p-value: < 2.2e-16
confint(lm(avg_rating ~ Trait, data = avg_traits_long))
## 2.5 % 97.5 %
## (Intercept) 2.704005387 2.76579064
## Traitcompassionate -0.025289200 0.06208835
## Traitenthusiastic -0.104515746 -0.01713820
## Traitindustrious 0.291532365 0.37890991
## Traitintellectual 0.287012661 0.37439021
## Traitopen 0.008778178 0.09615572
## Traitorderly 0.414466870 0.50184442
## Traitpolite 0.391771473 0.47914902
## Traitvolatile -0.879514333 -0.79213679
## Traitwithdrawn -0.851735848 -0.76435830
Combine demographic features with rating features
df_demo %>%
mutate(ID = as.numeric(ID)) %>%
select(ID, age, sex, gender, ses, edu,
Withdrawal:cesd.total) %>%
right_join(df_LRs, by = c("ID" = "listener_id")) -> df_combined
df_combined %>%
rename(listener_id = ID) -> df_combined
#three participants (428, 486, 1386) do not have any demographic information and will be removed
df_combined %>%
filter(listener_id != 428,
listener_id!= 486,
listener_id != 1386) -> df_combined
Using the following DF to examine correlation matrix of variables of interest:
df_combined %>%
mutate(sex = case_when(
sex == "male" ~ 1,
sex == "female" ~ 2
)) %>%
select(-listener_id,
-gender,
-starts_with("sd_"),
-ends_with(".conf"),
-n_ratings,
#Removing the big five traits
-Neuroticism, -Agreeableness, -Conscientiousness,
-Extraversion, -Int.Open,
-m_neuroticism, -m_agreeableness, -m_conscientiousness,
-m_extraversion, -m_openint) -> df_cor
#variables used for correlation matrix:
#only showing 100 rows
df_cor %>%
head(100) %>%
kbl(table.attr = "style = \"color: black;\"") %>%
kable_styling(bootstrap_options = c("striped", "hover"), position = "center") %>%
scroll_box(width = "100%", height = "400px")
| age | sex | ses | edu | Withdrawal | Volatility | Compassion | Politeness | Industriousness | Orderliness | Enthusiasm | Assertiveness | Intellect | Openness | cesd.total | m_age | m_withdrawn | m_volatile | m_compassionate | m_polite | m_industrious | m_orderly | m_enthusiastic | m_assertive | m_intellectual | m_open | m_attractive | m_gender | m_ses | m_sex |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 28 | 1 | 2 | 7 | 3.1 | 3.6 | 1.7 | 2.1 | 2.9 | 2.6 | 1.9 | 3.6 | 3.4 | 3.1 | 11 | 3.729730 | 2.621622 | 2.824324 | 3.040541 | 3.108108 | 3.756757 | 3.837838 | 2.743243 | 3.040541 | 3.513514 | 2.797297 | 58.39189 | 57.52703 | 2.9054054 | 1.635135 |
| 46 | 2 | 3 | 8 | 2.6 | 2.2 | 3.8 | 3.5 | 3.7 | 3.1 | 3.2 | 3.8 | 3.6 | 3.5 | 10 | 2.352941 | 1.823529 | 1.235294 | 2.823529 | 2.941177 | 2.882353 | 3.117647 | 2.647059 | 2.705882 | 3.176471 | 2.764706 | 56.58824 | 54.00000 | 2.4705882 | 1.588235 |
| 28 | 2 | 3 | 7 | 3.8 | 2.6 | 5.0 | 4.0 | 3.0 | 3.8 | 4.5 | 4.6 | 2.6 | 3.0 | 44 | 2.391892 | 3.175676 | 1.891892 | 2.243243 | 3.391892 | 3.608108 | 3.243243 | 2.297297 | 2.527027 | 3.391892 | 2.094595 | 69.59459 | 58.71622 | 2.9594595 | 1.635135 |
| 29 | 2 | 4 | 5 | 2.9 | 2.5 | 3.9 | 3.8 | 3.4 | 4.0 | 3.6 | 3.5 | 3.6 | 3.7 | 3 | 3.747475 | 2.222222 | 2.464647 | 2.656566 | 2.707071 | 2.696970 | 2.737374 | 2.222222 | 2.343434 | 2.838384 | 2.414141 | 53.48485 | 58.66667 | 2.9090909 | 1.606061 |
| 48 | 2 | 3 | 8 | 3.0 | 2.6 | 3.3 | 3.1 | 4.2 | 3.6 | 3.6 | 3.3 | 3.7 | 4.0 | 15 | 3.625000 | 3.541667 | 3.041667 | 3.208333 | 3.541667 | 3.416667 | 3.500000 | 3.666667 | 3.583333 | 3.541667 | 3.375000 | 81.08333 | 65.95833 | 3.0000000 | 1.625000 |
| 54 | 2 | 3 | 6 | 3.9 | 3.9 | 3.4 | 3.9 | 2.8 | 4.1 | 3.0 | 2.3 | 2.4 | 3.3 | 10 | 3.000000 | 1.266667 | 1.866667 | 2.600000 | 3.133333 | 2.800000 | 2.600000 | 2.266667 | 2.200000 | 3.266667 | 2.600000 | 70.20000 | 65.73333 | 2.4000000 | 1.600000 |
| 61 | 2 | 3 | 5 | 1.5 | 1.6 | 5.0 | 4.9 | 4.9 | 4.2 | 4.5 | 3.8 | 5.0 | 4.8 | 10 | 3.416667 | 1.375000 | 1.791667 | 2.541667 | 3.000000 | 4.833333 | 4.791667 | 2.875000 | 2.500000 | 3.125000 | 3.375000 | 87.83333 | 63.75000 | 2.9166667 | 1.625000 |
| 20 | 2 | 4 | 4 | 3.1 | 3.4 | 3.1 | 3.4 | 3.2 | 2.9 | 3.2 | 3.5 | 3.1 | 3.6 | 28 | 3.430233 | 3.081395 | 2.767442 | 3.058139 | 2.848837 | 3.069767 | 3.104651 | 3.139535 | 2.872093 | 3.116279 | 3.011628 | 56.79070 | 57.02326 | 2.0348837 | 1.639535 |
| 42 | 1 | 5 | 4 | 1.9 | 1.8 | 4.1 | 4.5 | 4.3 | 3.8 | 3.7 | 4.0 | 4.7 | 3.7 | 4 | 2.166667 | 1.333333 | 1.041667 | 3.541667 | 3.750000 | 3.833333 | 3.708333 | 3.041667 | 3.875000 | 3.916667 | 3.708333 | 86.45833 | 64.37500 | 3.4166667 | 1.625000 |
| 36 | 2 | 4 | 3 | 2.9 | 2.8 | 4.0 | 3.6 | 3.7 | 3.8 | 4.1 | 3.7 | 3.9 | 4.3 | 9 | 3.208333 | 1.583333 | 1.458333 | 2.666667 | 3.083333 | 2.875000 | 2.958333 | 2.583333 | 2.416667 | 2.750000 | 1.958333 | 70.83333 | 62.29167 | 3.2916667 | 1.625000 |
| 35 | 2 | 3 | 4 | 1.8 | 1.3 | 3.9 | 4.0 | 4.9 | 4.2 | 4.1 | 4.0 | 4.2 | 3.9 | 4 | 3.183673 | 1.816326 | 1.428571 | 2.102041 | 2.795918 | 2.795918 | 3.224490 | 2.428571 | 2.877551 | 3.367347 | 2.265306 | 49.63265 | 65.30612 | 0.0408163 | 1.653061 |
| 34 | 2 | 3 | 7 | 1.8 | 1.7 | 3.6 | 3.6 | 4.5 | 3.9 | 4.2 | 4.1 | 4.2 | 4.9 | 5 | 3.250000 | 2.478261 | 2.750000 | 1.916667 | 1.291667 | 1.166667 | 1.166667 | 1.208333 | 1.250000 | 1.291667 | 1.083333 | 14.95833 | 58.50000 | 0.2500000 | 1.625000 |
| 26 | 1 | 3 | 7 | 2.1 | 1.6 | 3.3 | 3.7 | 3.1 | 2.3 | 3.9 | 3.6 | 4.5 | 3.4 | 33 | 2.591837 | 2.877551 | 2.693878 | 2.775510 | 3.408163 | 3.510204 | 3.591837 | 2.734694 | 2.612245 | 4.061224 | 2.816327 | 78.24490 | 57.97959 | 3.3469388 | 1.632653 |
| 26 | 2 | 4 | 8 | 3.7 | 1.9 | 3.1 | 4.1 | 3.0 | 3.7 | 2.1 | 2.3 | 3.3 | 3.9 | 18 | 1.916667 | 2.333333 | 1.333333 | 2.291667 | 2.875000 | 2.958333 | 2.791667 | 2.291667 | 1.500000 | 1.875000 | 1.666667 | 49.79167 | 55.75000 | 3.6666667 | 1.625000 |
| 28 | 2 | 3 | 7 | 2.4 | 2.2 | 4.0 | 4.0 | 4.1 | 4.2 | 3.0 | 3.4 | 4.2 | 3.8 | 7 | 2.291667 | 1.166667 | 1.291667 | 2.958333 | 3.333333 | 3.291667 | 3.583333 | 2.166667 | 2.666667 | 3.375000 | 2.916667 | 62.41667 | 57.50000 | 2.5833333 | 1.625000 |
| 34 | 2 | 3 | 7 | 3.1 | 2.4 | 4.0 | 2.7 | 4.2 | 4.4 | 4.0 | 4.0 | 4.0 | 3.8 | 24 | 4.212121 | 3.535353 | 3.414141 | 3.494950 | 3.545454 | 3.747475 | 3.737374 | 3.626263 | 3.858586 | 3.717172 | 3.818182 | 70.91919 | 58.41414 | 2.9494949 | 1.626263 |
| 52 | 1 | 4 | 7 | 2.0 | 2.0 | 2.7 | 3.4 | 3.1 | 3.0 | 2.3 | 2.1 | 3.5 | 3.8 | 0 | 2.041667 | 1.500000 | 2.083333 | 3.000000 | 2.750000 | 3.625000 | 3.500000 | 3.333333 | 2.750000 | 2.750000 | 2.666667 | 66.16667 | 63.37500 | 2.9166667 | 1.625000 |
| 48 | 1 | 2 | 7 | 2.1 | 3.9 | 3.7 | 2.7 | 2.7 | 2.6 | 3.1 | 4.0 | 4.0 | 3.5 | 4 | 2.250000 | 2.291667 | 2.208333 | 2.833333 | 3.375000 | 3.166667 | 3.000000 | 2.666667 | 3.041667 | 2.666667 | 2.541667 | 54.00000 | 61.08333 | 3.0833333 | 1.583333 |
| 39 | 1 | 4 | 5 | 2.1 | 1.9 | 4.0 | 4.3 | 4.1 | 4.1 | 3.6 | 3.6 | 3.9 | 4.0 | 3 | 3.991935 | 1.717742 | 1.685484 | 3.306452 | 3.451613 | 3.250000 | 3.088710 | 2.822581 | 2.838710 | 3.225807 | 2.975807 | 69.77419 | 64.50806 | 2.3467742 | 1.637097 |
| 40 | 2 | 3 | 8 | 1.7 | 2.1 | 3.7 | 4.0 | 4.5 | 3.6 | 4.0 | 3.6 | 3.4 | 4.0 | 0 | 4.354839 | 1.701613 | 1.766129 | 3.169355 | 3.362903 | 3.298387 | 3.266129 | 3.379032 | 3.161290 | 3.314516 | 3.362903 | 71.64516 | 65.79032 | 2.7258065 | 1.645161 |
| 51 | 1 | 3 | 5 | 2.0 | 2.1 | 4.6 | 3.4 | 3.5 | 2.8 | 3.9 | 4.1 | 2.9 | 2.9 | 4 | 2.405405 | 1.821918 | 1.486487 | 2.824324 | 3.324324 | 2.864865 | 3.189189 | 2.621622 | 2.621622 | 2.972973 | 2.824324 | 74.98649 | 65.45946 | 3.6756757 | 1.635135 |
| 19 | 2 | 2 | 4 | 2.2 | 1.0 | 4.8 | 4.9 | 4.1 | 3.7 | 3.9 | 3.6 | 4.7 | 5.0 | 24 | 2.530612 | 2.551020 | 2.489796 | 3.551020 | 4.142857 | 3.877551 | 3.836735 | 3.448980 | 2.877551 | 3.000000 | 2.857143 | 83.24490 | 62.89796 | 2.6734694 | 1.632653 |
| 38 | 1 | 2 | 7 | 2.0 | 1.5 | 3.4 | 4.5 | 4.6 | 4.2 | 2.9 | 3.2 | 4.7 | 3.8 | 2 | 3.862637 | 2.065934 | 1.769231 | 2.450550 | 2.835165 | 2.747253 | 2.972527 | 2.038461 | 2.423077 | 2.736264 | 2.192308 | 63.04945 | 56.31868 | 3.0769231 | 1.648352 |
| 57 | 2 | 3 | 7 | 1.9 | 1.7 | 4.6 | 3.7 | 4.2 | 4.2 | 4.3 | 3.7 | 4.6 | 4.7 | 1 | 2.360000 | 1.400000 | 1.200000 | 2.920000 | 3.440000 | 3.600000 | 3.720000 | 2.480000 | 2.600000 | 3.600000 | 2.760000 | 62.52000 | 56.56000 | 3.0400000 | 1.640000 |
| 25 | 2 | 2 | 8 | 2.5 | 2.4 | 4.0 | 4.0 | 4.3 | 4.1 | 4.2 | 4.0 | 4.5 | 4.0 | 2 | 3.040000 | 1.520000 | 1.080000 | 2.800000 | 3.400000 | 1.800000 | 3.280000 | 3.120000 | 3.440000 | 3.360000 | 3.320000 | 69.00000 | 58.36000 | 1.2800000 | 1.680000 |
| 61 | 2 | 2 | 7 | 2.1 | 2.6 | 3.3 | 3.1 | 3.4 | 3.0 | 3.5 | 3.3 | 4.0 | 3.9 | 19 | 3.875000 | 2.500000 | 1.666667 | 2.791667 | 3.166667 | 3.083333 | 2.916667 | 3.208333 | 2.958333 | 2.958333 | 3.000000 | 72.25000 | 62.54167 | 2.0000000 | 1.625000 |
| 25 | 2 | 3 | 3 | 2.3 | 2.1 | 3.7 | 3.8 | 3.8 | 3.6 | 3.5 | 3.5 | 3.8 | 3.4 | 0 | 3.000000 | 2.700000 | 2.800000 | 2.900000 | 2.900000 | 2.900000 | 2.800000 | 2.600000 | 2.800000 | 3.000000 | 2.800000 | 62.10000 | 56.70000 | 1.3000000 | 1.500000 |
| 50 | 2 | 3 | 9 | 3.3 | 1.8 | 4.8 | 4.3 | 1.6 | 2.3 | 3.4 | 2.5 | 4.5 | 3.7 | 40 | 3.054054 | 2.432432 | 2.864865 | 3.324324 | 3.135135 | 3.405405 | 3.081081 | 3.675676 | 3.189189 | 3.162162 | 3.459459 | 56.72973 | 54.89189 | 2.9459459 | 1.594595 |
| 37 | 2 | 4 | 5 | 3.2 | 3.0 | 4.7 | 4.4 | 3.1 | 3.8 | 3.0 | 2.7 | 3.7 | 3.9 | 2 | 4.053333 | 1.453333 | 1.360000 | 2.960000 | 3.320000 | 2.906667 | 3.053333 | 2.693333 | 2.653333 | 3.320000 | 2.293333 | 77.29333 | 54.60000 | 2.2133333 | 1.626667 |
| 55 | 1 | 2 | 7 | 2.7 | 2.9 | 3.2 | 2.9 | 3.8 | 3.2 | 3.5 | 3.8 | 4.3 | 3.8 | 28 | 3.125000 | 2.333333 | 1.125000 | 2.750000 | 2.875000 | 2.833333 | 2.958333 | 2.916667 | 3.041667 | 3.291667 | 3.125000 | 71.50000 | 66.66667 | 2.2916667 | 1.625000 |
| 36 | 2 | 3 | 7 | 2.7 | 3.0 | 3.4 | 3.7 | 4.3 | 3.9 | 3.0 | 4.0 | 3.5 | 3.4 | 15 | 3.411290 | 2.758065 | 2.572581 | 3.072581 | 2.854839 | 3.088710 | 3.016129 | 3.040323 | 2.943548 | 3.209677 | 3.241935 | 67.23387 | 46.19355 | 2.6854839 | 1.653226 |
| 62 | 2 | 5 | 7 | 3.1 | 2.8 | 3.6 | 3.4 | 3.8 | 3.7 | 3.4 | 3.7 | 3.5 | 3.4 | 30 | 4.080000 | 1.853333 | 1.826667 | 2.626667 | 2.640000 | 2.853333 | 2.960000 | 2.946667 | 3.133333 | 2.613333 | 2.586667 | 59.61333 | 64.73333 | 2.0133333 | 1.640000 |
| 44 | 2 | 3 | 5 | 1.5 | 1.9 | 4.5 | 4.3 | 4.9 | 4.1 | 3.9 | 3.5 | 4.0 | 3.8 | 4 | 4.370968 | 1.693548 | 2.370968 | 2.750000 | 3.903226 | 3.951613 | 3.798387 | 3.572581 | 3.500000 | 3.161290 | 3.040323 | 78.58871 | 64.38710 | 3.0564516 | 1.637097 |
| 38 | 1 | 4 | 7 | 1.9 | 2.8 | 4.2 | 4.0 | 4.5 | 4.2 | 2.9 | 3.3 | 3.9 | 3.1 | 4 | 2.411290 | 1.475807 | 1.306452 | 3.306452 | 3.508065 | 3.000000 | 3.427419 | 3.024193 | 3.080645 | 3.548387 | 2.508065 | 80.00000 | 63.87903 | 0.0322581 | 1.637097 |
| 34 | 2 | 3 | 7 | 3.0 | 2.9 | 4.6 | 4.2 | 2.9 | 2.5 | 3.4 | 3.1 | 4.1 | 4.0 | 17 | 5.080000 | 2.040000 | 1.920000 | 2.880000 | 2.520000 | 2.640000 | 2.400000 | 2.960000 | 2.480000 | 2.480000 | 2.920000 | 55.56000 | 58.00000 | 3.0400000 | 1.640000 |
| 44 | 1 | 5 | 3 | 3.9 | 3.4 | 4.5 | 4.5 | 4.3 | 4.5 | 3.8 | 3.2 | 4.7 | 4.5 | 37 | 2.777778 | 1.838384 | 1.444444 | 4.060606 | 4.202020 | 4.505051 | 4.606061 | 3.656566 | 3.878788 | 4.656566 | 4.080808 | 82.56566 | 68.01010 | 2.0303030 | 1.656566 |
| 36 | 1 | 4 | 2 | 3.1 | 3.3 | 4.5 | 4.0 | 3.7 | 3.6 | 2.8 | 3.9 | 3.5 | 4.2 | 13 | 3.510204 | 2.000000 | 1.632653 | 3.367347 | 3.448980 | 3.632653 | 3.367347 | 3.183673 | 3.244898 | 3.367347 | 3.163265 | 66.89796 | 56.93878 | 2.7551020 | 1.612245 |
| 38 | 2 | 3 | 8 | 2.0 | 2.0 | 3.4 | 3.8 | 3.7 | 3.8 | 2.6 | 2.9 | 3.6 | 3.7 | 3 | 2.836735 | 1.795918 | 1.836735 | 2.163265 | 2.918367 | 2.510204 | 2.244898 | 2.673469 | 2.081633 | 1.897959 | 2.408163 | 67.02041 | 56.46939 | 2.8979592 | 1.673469 |
| 34 | 2 | 3 | 4 | 3.1 | 2.2 | 4.0 | 4.7 | 2.1 | 2.9 | 3.0 | 1.5 | 3.1 | 4.4 | 36 | 2.920000 | 2.140000 | 1.840000 | 2.820000 | 3.240000 | 2.880000 | 2.960000 | 2.960000 | 2.420000 | 2.680000 | 2.400000 | 58.64000 | 50.78000 | 2.9400000 | 1.620000 |
| 25 | 2 | 3 | 7 | 3.1 | 2.8 | 4.6 | 4.1 | 2.3 | 3.4 | 3.1 | 3.2 | 4.5 | 4.7 | 14 | 2.750000 | 1.947368 | 2.171053 | 2.736842 | 3.197368 | 2.644737 | 2.921053 | 2.631579 | 2.447368 | 2.302632 | 2.960526 | 50.06579 | 59.28947 | 2.5394737 | 1.631579 |
| 28 | 2 | 4 | 8 | 3.4 | 3.2 | 4.0 | 4.0 | 2.6 | 2.8 | 3.4 | 2.4 | 3.6 | 4.1 | 12 | 3.000000 | 1.866667 | 1.466667 | 2.666667 | 2.800000 | 2.333333 | 2.666667 | 2.533333 | 2.266667 | 2.666667 | 2.466667 | 62.20000 | 65.33333 | 2.8000000 | 1.666667 |
| 28 | 1 | 4 | 5 | 2.8 | 1.3 | 3.3 | 4.4 | 2.5 | 2.6 | 2.0 | 2.9 | 4.3 | 4.1 | 18 | 3.280000 | 2.520000 | 1.560000 | 2.520000 | 2.640000 | 2.520000 | 2.640000 | 2.000000 | 2.040000 | 2.480000 | 2.960000 | 53.56000 | 59.36000 | 2.7600000 | 1.600000 |
| 40 | 2 | 3 | 8 | 2.5 | 2.5 | 3.9 | 4.3 | 2.6 | 2.9 | 3.3 | 2.1 | 2.7 | 2.9 | 10 | 4.680000 | 1.360000 | 1.400000 | 3.200000 | 3.400000 | 3.440000 | 3.440000 | 2.880000 | 2.600000 | 3.840000 | 3.000000 | 61.44000 | 61.24000 | 2.2400000 | 1.600000 |
| 36 | 1 | 3 | 10 | 2.7 | 2.4 | 3.7 | 3.7 | 3.5 | 3.4 | 3.3 | 3.3 | 3.3 | 3.5 | 0 | 4.640000 | 1.000000 | 1.000000 | 3.040000 | 3.040000 | 3.000000 | 3.000000 | 3.040000 | 3.000000 | 3.000000 | 3.000000 | 67.80000 | 56.32000 | 0.0000000 | 1.600000 |
| 34 | 1 | 5 | 2 | 2.8 | 2.3 | 4.7 | 4.0 | 4.2 | 3.9 | 3.6 | 4.1 | 4.3 | 4.5 | 20 | 3.282258 | 2.072581 | 1.677419 | 3.032258 | 3.209677 | 3.048387 | 2.975807 | 2.911290 | 2.967742 | 3.145161 | 3.040323 | 49.47581 | 58.12097 | 3.4758065 | 1.637097 |
| 30 | 2 | 4 | 3 | 2.2 | 2.0 | 4.4 | 4.7 | 3.8 | 3.9 | 3.6 | 3.0 | 4.0 | 4.5 | 8 | 3.760000 | 2.200000 | 2.080000 | 2.440000 | 2.880000 | 2.680000 | 3.040000 | 2.600000 | 2.440000 | 3.000000 | 2.600000 | 82.32000 | 56.24000 | 2.6400000 | 1.600000 |
| 36 | 2 | 4 | 3 | 3.3 | 3.0 | 4.0 | 4.0 | 3.6 | 3.7 | 4.0 | 3.7 | 4.0 | 4.2 | 21 | 3.580000 | 1.370000 | 1.470000 | 2.790000 | 3.200000 | 3.200000 | 3.490000 | 2.320000 | 2.380000 | 2.900000 | 1.910000 | 79.85000 | 63.38000 | 3.1900000 | 1.650000 |
| 37 | 2 | 3 | 8 | 1.8 | 1.8 | 3.6 | 4.2 | 4.5 | 4.9 | 2.5 | 4.1 | 4.4 | 3.0 | 0 | 3.625000 | 1.416667 | 2.041667 | 2.333333 | 2.833333 | 3.250000 | 3.041667 | 2.791667 | 2.166667 | 3.083333 | 2.166667 | 61.50000 | 60.91667 | 1.8333333 | 1.625000 |
| 23 | 1 | 4 | 7 | 4.0 | 2.9 | 4.2 | 4.6 | 3.1 | 3.4 | 3.4 | 2.5 | 3.3 | 3.0 | 48 | 3.400000 | 2.100000 | 2.800000 | 2.600000 | 3.100000 | 3.200000 | 3.200000 | 2.500000 | 3.000000 | 3.500000 | 2.800000 | 41.30000 | 51.10000 | 2.5000000 | 1.500000 |
| 37 | 1 | 2 | 2 | 2.9 | 2.7 | 3.3 | 2.6 | 3.5 | 3.4 | 3.3 | 3.1 | 3.8 | 3.3 | 37 | 4.636364 | 4.090909 | 3.727273 | 4.090909 | 3.727273 | 4.545454 | 3.545454 | 4.090909 | 4.090909 | 4.090909 | 4.454546 | 82.90909 | 62.27273 | 2.5454545 | 1.545454 |
| 28 | 2 | 3 | 5 | 2.7 | 3.8 | 3.9 | 4.1 | 3.8 | 2.9 | 4.0 | 3.7 | 3.9 | 3.6 | 2 | 3.416667 | 2.000000 | 1.916667 | 2.333333 | 2.166667 | 2.291667 | 2.000000 | 2.125000 | 2.458333 | 2.416667 | 2.708333 | 55.12500 | 62.45833 | 2.5000000 | 1.583333 |
| 38 | 2 | 4 | 5 | 2.0 | 3.3 | 4.8 | 4.4 | 4.1 | 4.0 | 4.2 | 3.8 | 4.6 | 4.2 | 1 | 3.791667 | 1.666667 | 1.625000 | 4.416667 | 4.541667 | 4.333333 | 4.250000 | 4.166667 | 3.458333 | 3.708333 | 3.958333 | 77.45833 | 63.87500 | 2.6250000 | 1.583333 |
| 23 | 2 | 2 | 4 | 3.8 | 2.2 | 4.1 | 3.5 | 2.5 | 3.8 | 3.0 | 3.5 | 4.4 | 4.7 | 53 | 2.840000 | 1.660000 | 1.760000 | 3.060000 | 3.280000 | 3.200000 | 3.300000 | 2.940000 | 3.040000 | 3.260000 | 2.960000 | 80.98000 | 54.42000 | 2.7600000 | 1.620000 |
| 24 | 2 | 5 | 3 | 2.3 | 3.4 | 2.4 | 3.9 | 2.2 | 3.2 | 3.2 | 2.8 | 2.3 | 2.3 | 37 | 3.352941 | 1.882353 | 2.588235 | 3.000000 | 2.941177 | 3.941177 | 3.764706 | 2.235294 | 3.176471 | 2.764706 | 2.588235 | 57.35294 | 53.17647 | 3.8235294 | 1.588235 |
| 36 | 1 | 3 | 7 | 3.2 | 3.1 | 3.1 | 2.8 | 2.9 | 3.1 | 2.9 | 2.9 | 3.1 | 3.2 | 26 | 3.041667 | 3.125000 | 2.958333 | 3.291667 | 3.250000 | 3.333333 | 3.208333 | 3.458333 | 3.291667 | 3.208333 | 3.291667 | 59.25000 | 53.70833 | 2.1250000 | 1.666667 |
| 51 | 2 | 4 | 7 | 2.9 | 1.6 | 4.5 | 4.8 | 3.9 | 4.5 | 4.1 | 3.7 | 4.1 | 4.4 | 19 | 3.326531 | 1.714286 | 1.938775 | 3.183673 | 3.244898 | 3.346939 | 3.183673 | 2.979592 | 3.224490 | 3.469388 | 2.897959 | 82.42857 | 61.63265 | 3.0612245 | 1.632653 |
| 67 | 2 | 4 | 8 | 2.2 | 2.0 | 3.9 | 4.4 | 3.8 | 3.0 | 3.8 | 3.6 | 4.0 | 4.0 | 1 | 3.600000 | 1.820000 | 2.280000 | 2.620000 | 2.920000 | 3.060000 | 3.080000 | 2.920000 | 2.860000 | 2.980000 | 2.820000 | 71.52000 | 57.96000 | 0.9400000 | 1.620000 |
| 35 | 2 | 4 | 7 | 2.9 | 1.9 | 2.8 | 3.6 | 3.5 | 3.3 | 3.1 | 2.5 | 2.7 | 3.1 | 9 | 3.919192 | 1.595960 | 1.555556 | 2.787879 | 3.080808 | 2.969697 | 3.121212 | 2.444444 | 2.797980 | 2.737374 | 2.727273 | 51.08081 | 57.40404 | 2.7474747 | 1.636364 |
| 24 | 2 | 3 | 4 | 4.6 | 4.8 | 4.6 | 3.9 | 1.9 | 3.5 | 4.1 | 2.2 | 3.3 | 4.8 | 49 | 1.708333 | 2.208333 | 1.833333 | 2.708333 | 3.458333 | 3.333333 | 3.208333 | 2.583333 | 2.083333 | 3.125000 | 3.125000 | 56.12500 | 62.12500 | 2.3750000 | 1.625000 |
| 48 | 2 | 3 | 5 | 2.5 | 2.6 | 4.1 | 3.9 | 3.8 | 4.2 | 3.0 | 3.5 | 3.8 | 3.8 | 10 | 3.048387 | 1.403226 | 1.919355 | 3.177419 | 3.362903 | 3.500000 | 3.612903 | 2.927419 | 2.766129 | 3.266129 | 3.088710 | 61.61290 | 59.84677 | 3.3548387 | 1.629032 |
| 32 | 2 | 3 | 7 | 3.3 | 3.6 | 2.4 | 4.5 | 3.4 | 4.5 | 2.7 | 4.3 | 3.5 | 3.9 | 30 | 3.951613 | 2.548387 | 2.137097 | 3.008065 | 3.612903 | 4.056452 | 4.370968 | 2.338710 | 3.685484 | 3.129032 | 3.282258 | 66.63710 | 54.70161 | 2.6693548 | 1.653226 |
| 48 | 2 | 2 | 7 | 1.8 | 3.1 | 3.7 | 3.2 | 4.1 | 4.7 | 2.4 | 4.5 | 4.3 | 3.1 | 18 | 3.560000 | 1.625000 | 2.320000 | 2.280000 | 2.600000 | 3.080000 | 3.120000 | 2.160000 | 2.440000 | 2.720000 | 1.880000 | 63.56000 | 58.48000 | 2.6800000 | 1.600000 |
| 55 | 2 | 3 | 4 | 3.5 | 3.5 | 4.7 | 4.8 | 3.8 | 4.0 | 3.4 | 2.8 | 2.8 | 3.7 | 2 | 3.274193 | 1.669355 | 1.669355 | 2.459677 | 3.217742 | 3.475807 | 3.354839 | 3.048387 | 2.370968 | 3.145161 | 2.145161 | 90.58065 | 63.04032 | 2.6854839 | 1.637097 |
| 40 | 2 | 3 | 4 | 2.8 | 2.7 | 4.1 | 4.4 | 3.1 | 3.6 | 4.5 | 3.3 | 3.4 | 3.2 | 7 | 3.551020 | 1.653061 | 1.102041 | 2.551020 | 3.224490 | 2.326531 | 2.897959 | 1.857143 | 1.836735 | 2.979592 | 2.326531 | 64.91837 | 60.57143 | 2.4081633 | 1.612245 |
| 42 | 2 | 4 | 4 | 3.0 | 1.2 | 4.5 | 4.6 | 3.5 | 4.2 | 3.7 | 2.9 | 3.5 | 4.3 | 7 | 3.800000 | 1.700000 | 1.900000 | 2.000000 | 2.500000 | 2.700000 | 2.900000 | 2.600000 | 2.300000 | 2.600000 | 2.200000 | 48.90000 | 61.60000 | 3.2000000 | 1.600000 |
| 52 | 1 | 4 | 4 | 2.3 | 2.8 | 2.6 | 2.7 | 3.1 | 3.6 | 2.8 | 3.2 | 3.7 | 2.8 | 4 | 3.360000 | 2.240000 | 2.560000 | 1.440000 | 2.600000 | 3.040000 | 3.240000 | 2.360000 | 2.640000 | 3.000000 | 2.040000 | 47.56000 | 51.24000 | 1.0000000 | 1.600000 |
| 21 | 2 | 3 | 3 | 3.9 | 3.7 | 4.6 | 3.5 | 3.3 | 4.3 | 3.8 | 2.7 | 3.3 | 4.5 | 6 | 2.640000 | 1.400000 | 1.160000 | 2.040000 | 2.920000 | 1.440000 | 2.280000 | 1.640000 | 1.600000 | 2.760000 | 2.000000 | 60.60000 | 64.24000 | 2.2000000 | 1.640000 |
| 21 | 2 | 4 | 4 | 3.9 | 2.9 | 4.8 | 4.9 | 2.9 | 3.7 | 3.1 | 3.0 | 4.0 | 5.0 | 64 | 2.480000 | 2.720000 | 2.400000 | 2.960000 | 2.720000 | 2.680000 | 3.000000 | 3.160000 | 2.680000 | 2.800000 | 2.520000 | 54.44000 | 53.40000 | 1.5600000 | 1.640000 |
| 49 | 2 | 4 | 5 | 3.4 | 2.1 | 4.9 | 4.5 | 3.6 | 3.9 | 3.5 | 3.3 | 3.8 | 4.3 | 8 | 3.600000 | 1.840000 | 2.760000 | 2.840000 | 3.120000 | 3.560000 | 3.120000 | 2.800000 | 3.000000 | 2.880000 | 2.480000 | 64.20000 | 63.84000 | 3.2800000 | 1.640000 |
| 21 | 2 | 4 | 3 | 3.8 | 3.7 | 4.2 | 4.5 | 2.9 | 3.5 | 3.2 | 2.9 | 3.6 | 4.2 | 20 | 1.809524 | 1.666667 | 2.000000 | 2.904762 | 3.571429 | 2.952381 | 3.285714 | 2.952381 | 3.142857 | 2.952381 | 2.380952 | 72.66667 | 60.76190 | 2.5714286 | 1.666667 |
| 27 | 2 | 4 | 4 | 3.4 | 3.7 | 4.6 | 3.2 | 3.0 | 3.3 | 2.9 | 4.1 | 3.7 | 4.4 | 16 | 2.080000 | 2.880000 | 2.440000 | 2.000000 | 2.520000 | 2.760000 | 2.880000 | 1.760000 | 2.160000 | 2.520000 | 2.320000 | 59.80000 | 58.52000 | 2.1200000 | 1.640000 |
| 46 | 1 | 4 | 7 | 3.6 | 2.5 | 4.1 | 4.5 | 2.9 | 3.0 | 3.6 | 2.7 | 4.0 | 4.5 | 5 | 3.453333 | 1.680000 | 1.400000 | 2.640000 | 2.653333 | 2.360000 | 2.426667 | 2.346667 | 2.000000 | 2.400000 | 2.480000 | 55.24000 | 59.17333 | 3.0666667 | 1.653333 |
| 32 | 2 | 3 | 7 | 2.7 | 3.6 | 3.9 | 3.6 | 3.7 | 3.7 | 3.0 | 2.2 | 3.3 | 3.7 | 4 | 4.169355 | 1.669355 | 2.427419 | 2.790323 | 3.467742 | 2.911290 | 3.040323 | 2.475807 | 2.024193 | 2.895161 | 2.475807 | 60.00000 | 54.42742 | 0.4516129 | 1.629032 |
| 36 | 1 | 3 | 4 | 1.9 | 1.6 | 3.8 | 4.3 | 4.4 | 3.8 | 3.8 | 3.6 | 4.2 | 3.8 | 7 | 3.640000 | 1.920000 | 1.480000 | 2.880000 | 3.680000 | 3.080000 | 3.120000 | 2.280000 | 2.360000 | 2.280000 | 3.280000 | 61.88000 | 64.84000 | 3.1600000 | 1.680000 |
| 54 | 1 | 2 | 8 | 2.1 | 2.0 | 4.1 | 4.6 | 4.6 | 4.2 | 2.8 | 2.3 | 4.7 | 3.1 | 1 | 3.040000 | 1.640000 | 1.640000 | 2.920000 | 3.520000 | 3.440000 | 3.520000 | 2.840000 | 2.680000 | 3.800000 | 2.720000 | 51.36000 | 54.84000 | 2.4400000 | 1.640000 |
| 36 | 2 | 4 | 6 | 3.2 | 3.6 | 4.3 | 3.4 | 2.8 | 3.5 | 3.5 | 3.5 | 4.2 | 4.9 | 9 | 2.846774 | 1.645161 | 1.717742 | 3.233871 | 3.911290 | 4.193548 | 3.983871 | 2.943548 | 3.540323 | 3.919355 | 3.153226 | 60.07258 | 63.26613 | 2.1693548 | 1.637097 |
| 28 | 1 | 4 | 7 | 2.4 | 1.9 | 3.8 | 4.2 | 3.2 | 3.3 | 4.4 | 3.2 | 3.7 | 3.8 | 3 | 3.390000 | 2.484849 | 2.500000 | 2.820000 | 3.250000 | 2.810000 | 2.870000 | 2.240000 | 2.840000 | 3.010000 | 2.760000 | 51.94000 | 60.60000 | 2.8200000 | 1.600000 |
| 30 | 2 | 4 | 7 | 4.7 | 4.0 | 4.6 | 4.5 | 2.3 | 3.6 | 4.3 | 2.0 | 3.4 | 4.8 | 45 | 2.888889 | 2.500000 | 1.888889 | 4.333333 | 4.555556 | 3.555556 | 3.333333 | 4.444444 | 3.111111 | 4.666667 | 3.888889 | 96.11111 | 56.05556 | 2.3888889 | 1.555556 |
| 36 | 2 | 3 | 8 | 2.9 | 2.8 | 4.1 | 4.1 | 3.6 | 3.6 | 3.5 | 3.5 | 3.8 | 3.8 | 19 | 2.600000 | 1.360000 | 1.373333 | 2.466667 | 2.800000 | 3.213333 | 2.813333 | 2.160000 | 2.746667 | 2.626667 | 2.106667 | 49.58667 | 59.54667 | 0.3600000 | 1.653333 |
| 41 | 2 | 3 | 4 | 2.7 | 2.8 | 3.9 | 3.7 | 2.9 | 3.5 | 3.1 | 2.9 | 3.3 | 3.3 | 1 | 3.960000 | 2.160000 | 1.300000 | 3.120000 | 3.540000 | 3.180000 | 3.460000 | 2.880000 | 2.900000 | 3.220000 | 2.980000 | 61.52000 | 59.84000 | 2.8000000 | 1.600000 |
| 50 | 1 | 3 | 7 | 2.1 | 2.0 | 2.2 | 3.3 | 3.3 | 3.1 | 2.4 | 2.2 | 3.5 | 3.2 | 0 | 3.714286 | 1.642857 | 1.214286 | 2.428571 | 2.714286 | 2.714286 | 3.142857 | 2.785714 | 2.500000 | 2.928571 | 2.571429 | 50.71429 | 56.92857 | 0.0000000 | 1.714286 |
| 40 | 1 | 4 | 5 | 2.8 | 2.7 | 3.6 | 4.3 | 4.2 | 3.9 | 2.9 | 2.9 | 3.8 | 3.5 | 9 | 2.900000 | 2.460000 | 2.040000 | 2.230000 | 2.990000 | 2.290000 | 2.560000 | 1.840000 | 2.040000 | 2.540000 | 2.040000 | 63.66000 | 63.53000 | 0.1300000 | 1.630000 |
| 58 | 1 | 3 | 7 | 2.1 | 1.7 | 3.6 | 3.8 | 4.1 | 3.8 | 2.8 | 3.2 | 4.0 | 3.8 | 2 | 3.532258 | 1.233871 | 1.596774 | 2.790323 | 2.766129 | 3.072581 | 3.096774 | 2.758065 | 2.548387 | 2.733871 | 2.766129 | 62.59677 | 59.79032 | 2.6693548 | 1.637097 |
| 37 | 2 | 3 | 7 | 3.5 | 1.8 | 4.5 | 4.6 | 2.8 | 4.0 | 3.3 | 3.2 | 4.6 | 4.2 | 19 | 3.400000 | 1.960000 | 1.760000 | 3.160000 | 3.400000 | 3.440000 | 3.240000 | 2.720000 | 3.240000 | 3.200000 | 3.000000 | 62.84000 | 61.24000 | 2.6000000 | 1.640000 |
| 37 | 2 | 3 | 8 | 2.5 | 1.9 | 4.3 | 4.4 | 4.0 | 3.5 | 3.8 | 3.1 | 3.8 | 3.4 | 3 | 3.360000 | 2.200000 | 2.080000 | 2.840000 | 3.200000 | 3.160000 | 3.520000 | 2.800000 | 3.000000 | 3.280000 | 2.760000 | 62.44000 | 53.36000 | 0.9200000 | 1.640000 |
| 36 | 2 | 3 | 7 | 2.6 | 2.0 | 3.7 | 4.3 | 3.1 | 3.8 | 2.7 | 3.3 | 3.5 | 3.3 | 26 | 3.363636 | 1.727273 | 2.454546 | 2.363636 | 2.500000 | 2.954546 | 2.863636 | 2.318182 | 2.727273 | 2.818182 | 2.545454 | 57.63636 | 55.81818 | 2.6363636 | 1.681818 |
| 40 | 2 | 3 | 3 | 2.6 | 3.1 | 3.7 | 4.1 | 3.8 | 4.2 | 2.8 | 3.1 | 3.9 | 4.1 | 8 | 3.360000 | 1.520000 | 1.520000 | 2.520000 | 2.720000 | 2.280000 | 1.920000 | 1.960000 | 1.920000 | 2.640000 | 2.120000 | 61.40000 | 61.40000 | 3.7600000 | 1.640000 |
| 31 | 2 | 4 | 8 | 3.7 | 3.5 | 3.7 | 4.2 | 3.5 | 3.2 | 3.2 | 2.5 | 3.8 | 4.1 | 17 | 3.540000 | 1.800000 | 1.980000 | 2.780000 | 3.280000 | 3.040000 | 3.160000 | 2.280000 | 2.500000 | 2.660000 | 2.920000 | 67.76000 | 65.90000 | 2.5400000 | 1.660000 |
| 68 | 2 | 2 | 8 | 2.7 | 3.1 | 4.4 | 4.1 | 3.4 | 2.8 | 3.9 | 3.9 | 4.0 | 3.6 | 6 | 3.680000 | 1.440000 | 1.360000 | 3.520000 | 3.720000 | 3.720000 | 3.880000 | 3.640000 | 3.480000 | 3.200000 | 2.720000 | 63.28000 | 62.72000 | 2.2800000 | 1.640000 |
| 28 | 2 | 3 | 3 | 4.3 | 4.0 | 4.0 | 2.9 | 2.5 | 3.2 | 3.1 | 2.8 | 3.4 | 3.4 | 18 | 2.768116 | 2.043478 | 1.608696 | 2.797101 | 3.217391 | 2.927536 | 2.753623 | 2.753623 | 2.637681 | 3.246377 | 2.811594 | 70.17391 | 65.39130 | 3.3333333 | 1.637681 |
| 39 | 2 | 3 | 7 | 2.2 | 2.2 | 4.7 | 4.0 | 3.5 | 3.2 | 3.7 | 3.5 | 4.0 | 4.0 | 4 | 4.160000 | 2.320000 | 3.040000 | 2.160000 | 2.680000 | 3.080000 | 3.560000 | 1.520000 | 2.600000 | 2.680000 | 1.800000 | 38.80000 | 48.48000 | 0.0800000 | 1.600000 |
| 32 | 2 | 3 | 8 | 2.6 | 3.0 | 4.0 | 4.1 | 4.4 | 3.8 | 3.3 | 2.7 | 2.9 | 3.1 | 2 | 4.560000 | 1.640000 | 2.680000 | 2.600000 | 2.680000 | 2.640000 | 3.000000 | 2.360000 | 3.000000 | 2.720000 | 2.240000 | 64.36000 | 61.76000 | 2.6800000 | 1.640000 |
| 22 | 2 | 3 | 5 | 1.0 | 1.0 | 4.1 | 4.7 | 5.0 | 3.4 | 4.4 | 3.3 | 5.0 | 3.8 | 0 | 1.640000 | 1.612245 | 1.440000 | 2.060000 | 2.260000 | 2.320000 | 2.200000 | 2.120000 | 2.240000 | 2.240000 | 1.880000 | 47.64000 | 61.28000 | 2.2600000 | 1.680000 |
| 42 | 1 | 4 | 4 | 3.9 | 3.8 | 3.2 | 4.3 | 2.6 | 3.0 | 2.4 | 1.7 | 3.3 | 3.7 | 38 | 1.600000 | 1.920000 | 1.280000 | 2.440000 | 3.040000 | 2.720000 | 2.840000 | 2.280000 | 2.400000 | 2.680000 | 2.560000 | 50.96000 | 61.76000 | 2.7200000 | 1.640000 |
| 21 | 1 | 2 | 3 | 4.8 | 3.8 | 5.0 | 4.5 | 2.9 | 4.0 | 4.4 | 2.1 | 4.7 | 4.7 | 62 | 2.400000 | 2.360000 | 1.280000 | 4.120000 | 4.480000 | 3.680000 | 3.920000 | 3.640000 | 3.000000 | 3.880000 | 3.800000 | 60.64000 | 57.16000 | 1.6000000 | 1.600000 |
| 45 | 1 | 5 | 6 | 2.1 | 2.7 | 3.6 | 3.9 | 3.1 | 2.9 | 3.0 | 2.6 | 4.6 | 4.4 | 7 | 3.551020 | 2.285714 | 2.326531 | 2.469388 | 2.755102 | 2.551020 | 3.061224 | 2.102041 | 2.530612 | 2.755102 | 2.204082 | 73.59184 | 64.04082 | 2.7142857 | 1.632653 |
| 33 | 2 | 3 | 4 | 4.0 | 4.1 | 4.6 | 4.6 | 3.5 | 4.5 | 3.1 | 2.9 | 3.7 | 4.4 | 8 | 4.360000 | 1.840000 | 1.520000 | 2.760000 | 3.560000 | 3.480000 | 3.480000 | 3.000000 | 2.400000 | 3.280000 | 3.280000 | 60.76000 | 63.52000 | 2.8400000 | 1.680000 |
| 42 | 1 | 3 | 7 | 3.1 | 2.4 | 3.8 | 3.3 | 3.2 | 3.6 | 3.9 | 4.0 | 4.0 | 3.9 | 29 | 2.909091 | 1.515151 | 2.212121 | 2.727273 | 3.575758 | 3.090909 | 3.333333 | 2.878788 | 2.030303 | 2.545454 | 2.939394 | 49.54545 | 64.09091 | 2.8787879 | 1.666667 |
| 40 | 1 | 3 | 4 | 3.4 | 3.6 | 3.8 | 3.8 | 3.2 | 4.5 | 2.3 | 2.1 | 3.1 | 4.1 | 26 | 3.360000 | 2.000000 | 2.120000 | 2.040000 | 3.200000 | 3.600000 | 3.560000 | 2.720000 | 2.360000 | 2.200000 | 2.040000 | 64.64000 | 62.04000 | 0.2400000 | 1.640000 |
| 30 | 2 | 3 | 9 | 3.4 | 3.4 | 4.2 | 4.0 | 2.8 | 3.5 | 4.0 | 2.8 | 3.3 | 3.4 | 13 | 3.360000 | 2.080000 | 1.920000 | 2.880000 | 3.000000 | 3.720000 | 3.160000 | 2.760000 | 3.200000 | 3.240000 | 2.560000 | 66.52000 | 52.88000 | 2.5200000 | 1.640000 |
Only 100 rows shown
Generate correlation matrix
#generate correlation matrix
df_cor_m <- as.matrix(cor(df_cor))
df_cor_m %>%
kbl(table.attr = "style = \"color: black;\"") %>%
kable_styling(bootstrap_options = c("striped", "hover"), position = "center") %>%
scroll_box(width = "100%", height = "400px")
| age | sex | ses | edu | Withdrawal | Volatility | Compassion | Politeness | Industriousness | Orderliness | Enthusiasm | Assertiveness | Intellect | Openness | cesd.total | m_age | m_withdrawn | m_volatile | m_compassionate | m_polite | m_industrious | m_orderly | m_enthusiastic | m_assertive | m_intellectual | m_open | m_attractive | m_gender | m_ses | m_sex | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| age | 1.0000000 | -0.0031582 | -0.0431964 | 0.1042871 | -0.2128010 | -0.1325248 | 0.0269701 | 0.1111426 | 0.1203268 | -0.0519161 | -0.0101699 | 0.0139996 | 0.0469858 | -0.0971563 | -0.2026401 | 0.1811137 | -0.3411134 | -0.1609739 | -0.1012458 | -0.0449572 | -0.0116223 | -0.0129386 | 0.0542186 | 0.0022074 | -0.0470564 | 0.0120129 | 0.1252563 | 0.1349587 | 0.0415378 | 0.0617390 |
| sex | -0.0031582 | 1.0000000 | 0.0013112 | -0.0037968 | 0.1508498 | 0.1487684 | 0.2499781 | 0.2433874 | -0.0113294 | 0.0983165 | 0.1405166 | -0.0236596 | -0.0739875 | 0.1200144 | 0.0227978 | 0.0503489 | -0.0878673 | -0.0878159 | -0.0667143 | -0.0029641 | 0.0012470 | -0.0102209 | -0.0814775 | -0.0370540 | 0.0259803 | -0.0673342 | -0.0089730 | -0.0451990 | -0.0990190 | -0.0058521 |
| ses | -0.0431964 | 0.0013112 | 1.0000000 | -0.2227695 | 0.1704369 | 0.1034215 | 0.0460307 | 0.0755942 | -0.1655326 | -0.0974424 | -0.0977030 | -0.0923580 | -0.0157402 | 0.1167692 | 0.2332878 | -0.0287259 | -0.0564858 | -0.0640411 | 0.0111017 | 0.0280313 | 0.0838836 | 0.0492097 | 0.0062119 | 0.0315260 | 0.0372746 | 0.0063981 | 0.0346487 | 0.0093669 | 0.0788164 | -0.0070919 |
| edu | 0.1042871 | -0.0037968 | -0.2227695 | 1.0000000 | -0.1342055 | -0.0880945 | -0.0307071 | -0.0666913 | 0.0746558 | -0.0170090 | 0.0274333 | 0.0237788 | 0.0995898 | -0.0972375 | -0.1668220 | 0.0867089 | 0.0117552 | 0.0344022 | -0.0176490 | -0.0305791 | -0.0085979 | 0.0286431 | -0.0159308 | 0.0609212 | 0.0005947 | 0.0033467 | -0.0629451 | -0.0445533 | -0.0084931 | 0.0345801 |
| Withdrawal | -0.2128010 | 0.1508498 | 0.1704369 | -0.1342055 | 1.0000000 | 0.6910195 | 0.0537914 | -0.0838333 | -0.6235606 | -0.0916354 | -0.3015287 | -0.4393127 | -0.3417163 | 0.1041908 | 0.6502704 | -0.0499943 | 0.1260485 | 0.0653635 | 0.0008821 | -0.0105003 | 0.0124246 | -0.0106906 | -0.0248090 | -0.0149631 | 0.0391539 | -0.0464412 | -0.0266083 | -0.0076970 | -0.0143574 | 0.0254938 |
| Volatility | -0.1325248 | 0.1487684 | 0.1034215 | -0.0880945 | 0.6910195 | 1.0000000 | -0.0701072 | -0.3077947 | -0.4871430 | -0.1022138 | -0.1642880 | -0.1773252 | -0.3302273 | -0.0123343 | 0.4474678 | -0.0067746 | 0.0689495 | 0.0651084 | -0.0204719 | -0.0058698 | 0.0077012 | 0.0022713 | -0.0477362 | -0.0040058 | 0.0407247 | -0.0710800 | -0.0102144 | -0.0136256 | -0.0506602 | -0.0013977 |
| Compassion | 0.0269701 | 0.2499781 | 0.0460307 | -0.0307071 | 0.0537914 | -0.0701072 | 1.0000000 | 0.4986403 | 0.1148701 | 0.1533362 | 0.5016690 | 0.1541252 | 0.3195508 | 0.4708566 | 0.0092707 | -0.0223439 | -0.1065478 | -0.0975940 | 0.0749602 | 0.1326978 | 0.1119388 | 0.1187491 | 0.0448904 | 0.0371258 | 0.1251774 | 0.0288573 | 0.1200168 | -0.0150590 | -0.0008083 | -0.0333565 |
| Politeness | 0.1111426 | 0.2433874 | 0.0755942 | -0.0666913 | -0.0838333 | -0.3077947 | 0.4986403 | 1.0000000 | 0.2531452 | 0.2737242 | 0.2025771 | -0.1702806 | 0.1240158 | 0.1907136 | -0.1087747 | 0.0384839 | -0.1757317 | -0.1802881 | -0.0009353 | 0.0657899 | 0.0592344 | 0.0758951 | -0.0361739 | -0.0417433 | 0.0796359 | -0.0079472 | 0.0607023 | 0.0231273 | -0.0465411 | -0.0218780 |
| Industriousness | 0.1203268 | -0.0113294 | -0.1655326 | 0.0746558 | -0.6235606 | -0.4871430 | 0.1148701 | 0.2531452 | 1.0000000 | 0.5249293 | 0.2780318 | 0.4055515 | 0.3779415 | -0.0362228 | -0.5052352 | 0.0361106 | -0.0963480 | -0.1217001 | 0.0172177 | 0.0505129 | 0.0025612 | 0.0718797 | 0.0365392 | 0.0189582 | 0.0849321 | 0.0815902 | 0.0929951 | 0.0794007 | -0.0089426 | 0.0074981 |
| Orderliness | -0.0519161 | 0.0983165 | -0.0974424 | -0.0170090 | -0.0916354 | -0.1022138 | 0.1533362 | 0.2737242 | 0.5249293 | 1.0000000 | 0.1056691 | 0.1075016 | 0.1044357 | 0.0089388 | -0.1870395 | 0.0469682 | -0.0288834 | -0.1025053 | 0.0009562 | 0.0528147 | 0.0170176 | 0.0849581 | -0.0037310 | -0.0255651 | 0.0815260 | 0.0170647 | 0.0389453 | 0.0166100 | -0.0064421 | -0.0067568 |
| Enthusiasm | -0.0101699 | 0.1405166 | -0.0977030 | 0.0274333 | -0.3015287 | -0.1642880 | 0.5016690 | 0.2025771 | 0.2780318 | 0.1056691 | 1.0000000 | 0.4464596 | 0.2977422 | 0.2485839 | -0.2424286 | 0.0145762 | -0.0318276 | -0.0743393 | 0.1372047 | 0.1559946 | 0.0974875 | 0.1308107 | 0.1111843 | 0.0754330 | 0.1282005 | 0.1143553 | 0.1035732 | 0.0181281 | 0.0116814 | -0.0284090 |
| Assertiveness | 0.0139996 | -0.0236596 | -0.0923580 | 0.0237788 | -0.4393127 | -0.1773252 | 0.1541252 | -0.1702806 | 0.4055515 | 0.1075016 | 0.4464596 | 1.0000000 | 0.5128229 | 0.1874811 | -0.1966326 | 0.0327920 | -0.0023590 | -0.0021337 | 0.0418327 | 0.0610809 | 0.0627970 | 0.0942321 | 0.0768135 | 0.1047243 | 0.0552850 | 0.0996462 | 0.0937726 | 0.0071856 | 0.0643051 | -0.0366765 |
| Intellect | 0.0469858 | -0.0739875 | -0.0157402 | 0.0995898 | -0.3417163 | -0.3302273 | 0.3195508 | 0.1240158 | 0.3779415 | 0.1044357 | 0.2977422 | 0.5128229 | 1.0000000 | 0.4564716 | -0.1348412 | -0.0156565 | -0.0317689 | 0.0097592 | 0.1023607 | 0.1431363 | 0.0726234 | 0.1275197 | 0.0950767 | 0.0790254 | 0.0902352 | 0.1322424 | 0.0781556 | 0.0205274 | 0.0310150 | 0.0043207 |
| Openness | -0.0971563 | 0.1200144 | 0.1167692 | -0.0972375 | 0.1041908 | -0.0123343 | 0.4708566 | 0.1907136 | -0.0362228 | 0.0089388 | 0.2485839 | 0.1874811 | 0.4564716 | 1.0000000 | 0.1568026 | -0.0729241 | 0.0104187 | -0.0010494 | 0.1628012 | 0.1823922 | 0.1174598 | 0.1383045 | 0.0926613 | 0.0625338 | 0.1367321 | 0.1267316 | 0.1018616 | 0.0120333 | -0.0103074 | -0.0051197 |
| cesd.total | -0.2026401 | 0.0227978 | 0.2332878 | -0.1668220 | 0.6502704 | 0.4474678 | 0.0092707 | -0.1087747 | -0.5052352 | -0.1870395 | -0.2424286 | -0.1966326 | -0.1348412 | 0.1568026 | 1.0000000 | -0.0517493 | 0.1950117 | 0.1286132 | 0.0371855 | 0.0236118 | 0.0385779 | 0.0462704 | -0.0157322 | 0.0381993 | 0.0681059 | -0.0043713 | -0.0318559 | -0.0334670 | 0.0263589 | -0.0077128 |
| m_age | 0.1811137 | 0.0503489 | -0.0287259 | 0.0867089 | -0.0499943 | -0.0067746 | -0.0223439 | 0.0384839 | 0.0361106 | 0.0469682 | 0.0145762 | 0.0327920 | -0.0156565 | -0.0729241 | -0.0517493 | 1.0000000 | -0.0739638 | 0.0416631 | -0.0039608 | 0.0197119 | 0.0571909 | 0.1168705 | 0.0255611 | 0.1240372 | 0.0378387 | 0.0394134 | -0.0317989 | 0.0123815 | 0.0654799 | 0.0537820 |
| m_withdrawn | -0.3411134 | -0.0878673 | -0.0564858 | 0.0117552 | 0.1260485 | 0.0689495 | -0.1065478 | -0.1757317 | -0.0963480 | -0.0288834 | -0.0318276 | -0.0023590 | -0.0317689 | 0.0104187 | 0.1950117 | -0.0739638 | 1.0000000 | 0.5787353 | 0.0990528 | 0.0252494 | -0.0063185 | 0.0190398 | -0.0345622 | 0.0600704 | 0.0100422 | 0.0186609 | -0.1184060 | -0.0706643 | 0.1080147 | -0.0029333 |
| m_volatile | -0.1609739 | -0.0878159 | -0.0640411 | 0.0344022 | 0.0653635 | 0.0651084 | -0.0975940 | -0.1802881 | -0.1217001 | -0.1025053 | -0.0743393 | -0.0021337 | 0.0097592 | -0.0010494 | 0.1286132 | 0.0416631 | 0.5787353 | 1.0000000 | 0.0628484 | -0.0717594 | 0.0763291 | 0.0287280 | 0.0719219 | 0.2446036 | -0.0211434 | 0.0156547 | -0.1101484 | -0.0770585 | 0.1550810 | 0.0077231 |
| m_compassionate | -0.1012458 | -0.0667143 | 0.0111017 | -0.0176490 | 0.0008821 | -0.0204719 | 0.0749602 | -0.0009353 | 0.0172177 | 0.0009562 | 0.1372047 | 0.0418327 | 0.1023607 | 0.1628012 | 0.0371855 | -0.0039608 | 0.0990528 | 0.0628484 | 1.0000000 | 0.7291379 | 0.5010754 | 0.5359435 | 0.7072949 | 0.4609368 | 0.5372926 | 0.7054248 | 0.3892308 | 0.0657372 | 0.0918016 | 0.0076137 |
| m_polite | -0.0449572 | -0.0029641 | 0.0280313 | -0.0305791 | -0.0105003 | -0.0058698 | 0.1326978 | 0.0657899 | 0.0505129 | 0.0528147 | 0.1559946 | 0.0610809 | 0.1431363 | 0.1823922 | 0.0236118 | 0.0197119 | 0.0252494 | -0.0717594 | 0.7291379 | 1.0000000 | 0.5213221 | 0.6360824 | 0.5636143 | 0.3966113 | 0.5925540 | 0.6185624 | 0.3724440 | 0.0906004 | 0.0852895 | 0.0061924 |
| m_industrious | -0.0116223 | 0.0012470 | 0.0838836 | -0.0085979 | 0.0124246 | 0.0077012 | 0.1119388 | 0.0592344 | 0.0025612 | 0.0170176 | 0.0974875 | 0.0627970 | 0.0726234 | 0.1174598 | 0.0385779 | 0.0571909 | -0.0063185 | 0.0763291 | 0.5010754 | 0.5213221 | 1.0000000 | 0.7569898 | 0.4987858 | 0.5757954 | 0.5878493 | 0.4778662 | 0.3262448 | 0.0479409 | 0.1243239 | 0.0140540 |
| m_orderly | -0.0129386 | -0.0102209 | 0.0492097 | 0.0286431 | -0.0106906 | 0.0022713 | 0.1187491 | 0.0758951 | 0.0718797 | 0.0849581 | 0.1308107 | 0.0942321 | 0.1275197 | 0.1383045 | 0.0462704 | 0.1168705 | 0.0190398 | 0.0287280 | 0.5359435 | 0.6360824 | 0.7569898 | 1.0000000 | 0.5002676 | 0.5607090 | 0.6705113 | 0.5462010 | 0.3504439 | 0.1242542 | 0.0591476 | 0.0831211 |
| m_enthusiastic | 0.0542186 | -0.0814775 | 0.0062119 | -0.0159308 | -0.0248090 | -0.0477362 | 0.0448904 | -0.0361739 | 0.0365392 | -0.0037310 | 0.1111843 | 0.0768135 | 0.0950767 | 0.0926613 | -0.0157322 | 0.0255611 | -0.0345622 | 0.0719219 | 0.7072949 | 0.5636143 | 0.4987858 | 0.5002676 | 1.0000000 | 0.5633569 | 0.5170257 | 0.7161784 | 0.4079454 | 0.0705559 | 0.1068545 | -0.0030161 |
| m_assertive | 0.0022074 | -0.0370540 | 0.0315260 | 0.0609212 | -0.0149631 | -0.0040058 | 0.0371258 | -0.0417433 | 0.0189582 | -0.0255651 | 0.0754330 | 0.1047243 | 0.0790254 | 0.0625338 | 0.0381993 | 0.1240372 | 0.0600704 | 0.2446036 | 0.4609368 | 0.3966113 | 0.5757954 | 0.5607090 | 0.5633569 | 1.0000000 | 0.5509624 | 0.5129824 | 0.3124801 | 0.0190086 | 0.0947182 | 0.0179932 |
| m_intellectual | -0.0470564 | 0.0259803 | 0.0372746 | 0.0005947 | 0.0391539 | 0.0407247 | 0.1251774 | 0.0796359 | 0.0849321 | 0.0815260 | 0.1282005 | 0.0552850 | 0.0902352 | 0.1367321 | 0.0681059 | 0.0378387 | 0.0100422 | -0.0211434 | 0.5372926 | 0.5925540 | 0.5878493 | 0.6705113 | 0.5170257 | 0.5509624 | 1.0000000 | 0.5799939 | 0.4026655 | 0.1131852 | -0.0262313 | 0.0221083 |
| m_open | 0.0120129 | -0.0673342 | 0.0063981 | 0.0033467 | -0.0464412 | -0.0710800 | 0.0288573 | -0.0079472 | 0.0815902 | 0.0170647 | 0.1143553 | 0.0996462 | 0.1322424 | 0.1267316 | -0.0043713 | 0.0394134 | 0.0186609 | 0.0156547 | 0.7054248 | 0.6185624 | 0.4778662 | 0.5462010 | 0.7161784 | 0.5129824 | 0.5799939 | 1.0000000 | 0.3914792 | 0.1009736 | 0.0821196 | 0.0267336 |
| m_attractive | 0.1252563 | -0.0089730 | 0.0346487 | -0.0629451 | -0.0266083 | -0.0102144 | 0.1200168 | 0.0607023 | 0.0929951 | 0.0389453 | 0.1035732 | 0.0937726 | 0.0781556 | 0.1018616 | -0.0318559 | -0.0317989 | -0.1184060 | -0.1101484 | 0.3892308 | 0.3724440 | 0.3262448 | 0.3504439 | 0.4079454 | 0.3124801 | 0.4026655 | 0.3914792 | 1.0000000 | 0.1789866 | 0.1331610 | 0.0475438 |
| m_gender | 0.1349587 | -0.0451990 | 0.0093669 | -0.0445533 | -0.0076970 | -0.0136256 | -0.0150590 | 0.0231273 | 0.0794007 | 0.0166100 | 0.0181281 | 0.0071856 | 0.0205274 | 0.0120333 | -0.0334670 | 0.0123815 | -0.0706643 | -0.0770585 | 0.0657372 | 0.0906004 | 0.0479409 | 0.1242542 | 0.0705559 | 0.0190086 | 0.1131852 | 0.1009736 | 0.1789866 | 1.0000000 | -0.0081723 | 0.7177463 |
| m_ses | 0.0415378 | -0.0990190 | 0.0788164 | -0.0084931 | -0.0143574 | -0.0506602 | -0.0008083 | -0.0465411 | -0.0089426 | -0.0064421 | 0.0116814 | 0.0643051 | 0.0310150 | -0.0103074 | 0.0263589 | 0.0654799 | 0.1080147 | 0.1550810 | 0.0918016 | 0.0852895 | 0.1243239 | 0.0591476 | 0.1068545 | 0.0947182 | -0.0262313 | 0.0821196 | 0.1331610 | -0.0081723 | 1.0000000 | 0.0021901 |
| m_sex | 0.0617390 | -0.0058521 | -0.0070919 | 0.0345801 | 0.0254938 | -0.0013977 | -0.0333565 | -0.0218780 | 0.0074981 | -0.0067568 | -0.0284090 | -0.0366765 | 0.0043207 | -0.0051197 | -0.0077128 | 0.0537820 | -0.0029333 | 0.0077231 | 0.0076137 | 0.0061924 | 0.0140540 | 0.0831211 | -0.0030161 | 0.0179932 | 0.0221083 | 0.0267336 | 0.0475438 | 0.7177463 | 0.0021901 | 1.0000000 |
We are only interested in the traits of the speaker (i.e. personality Aspects and Depression) as they correlate to the speakers’ average ratings across all listeners
Extract r and p matrices
#extract correlation matrix
cor_obj_r <- as.matrix(rcorr(df_cor_m)[[1]])
#exctract p-value matrix
cor_obj_p <- as.matrix(rcorr(df_cor_m)[[3]])
#extract only relationships of interest
cor_obj_r <- cor_obj_r[1:15,16:30]
cor_obj_p <- cor_obj_p[1:15, 16:30]
#Examining SD
# cor_obj_r <- cor_obj_r[1:15,16:50]
#
# cor_obj_p <- cor_obj_p[1:15, 16:50]
Correlation matrix between speakers’ traits (y axis) and average ratings across listeners (x axis):
cor_obj_r %>%
kbl(table.attr = "style = \"color: black;\"") %>%
kable_styling(bootstrap_options = c("striped", "hover"), position = "center") %>%
scroll_box(width = "100%", height = "400px")
| m_age | m_withdrawn | m_volatile | m_compassionate | m_polite | m_industrious | m_orderly | m_enthusiastic | m_assertive | m_intellectual | m_open | m_attractive | m_gender | m_ses | m_sex | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| age | 0.3331335 | -0.6401258 | -0.4313755 | -0.1828446 | -0.1233661 | -0.1039950 | -0.0931671 | -0.0260464 | -0.0999747 | -0.1289473 | -0.0559739 | 0.1446406 | 0.2346221 | 0.0003269 | 0.1392988 |
| sex | -0.0091987 | -0.2445779 | -0.2923574 | -0.3199680 | -0.2414199 | -0.2440268 | -0.2620436 | -0.3460958 | -0.3323288 | -0.2062664 | -0.3401086 | -0.2212216 | -0.1747337 | -0.3436859 | -0.1255944 |
| ses | -0.1594312 | -0.0664398 | -0.0975341 | -0.0435541 | -0.0301700 | 0.0312286 | -0.0312272 | -0.0636701 | -0.0547430 | -0.0223176 | -0.0767513 | -0.0238750 | -0.0603195 | 0.0609079 | -0.0677160 |
| edu | 0.1856473 | -0.0342458 | 0.0338211 | -0.1120420 | -0.1277043 | -0.1029275 | -0.0711751 | -0.0777915 | -0.0056530 | -0.1090083 | -0.0665874 | -0.1609930 | -0.0783952 | -0.0502137 | 0.0100143 |
| Withdrawal | -0.1675118 | 0.2764310 | 0.1991202 | -0.0867722 | -0.1199016 | -0.0713843 | -0.1286003 | -0.1480023 | -0.1051626 | -0.0710142 | -0.1784772 | -0.1882834 | -0.1005609 | -0.0747311 | -0.0050837 |
| Volatility | -0.1109776 | 0.2536952 | 0.2030888 | -0.1075910 | -0.1364277 | -0.0820071 | -0.1322737 | -0.1519739 | -0.0907866 | -0.0792546 | -0.1870564 | -0.1823628 | -0.1024486 | -0.0963674 | -0.0156414 |
| Compassion | -0.1838638 | -0.3618545 | -0.4100532 | -0.0703389 | 0.0233559 | -0.0429281 | -0.0345652 | -0.1083054 | -0.1764209 | -0.0093951 | -0.1000501 | 0.0397876 | -0.1763104 | -0.2155340 | -0.2410216 |
| Politeness | -0.0052040 | -0.4673744 | -0.5014685 | -0.1279896 | -0.0213831 | -0.0671199 | -0.0434062 | -0.1445225 | -0.2166996 | -0.0279707 | -0.1170333 | 0.0297362 | -0.0314988 | -0.2180352 | -0.1115399 |
| Industriousness | 0.0820131 | -0.3275455 | -0.3278768 | -0.0018377 | 0.0571777 | -0.0178583 | 0.0586398 | 0.0423028 | -0.0215380 | 0.0395466 | 0.0862057 | 0.1405981 | 0.0819476 | -0.0550598 | -0.0290512 |
| Orderliness | 0.0232142 | -0.2417670 | -0.3409069 | -0.1255314 | -0.0491163 | -0.1160693 | -0.0461782 | -0.1257785 | -0.1850838 | -0.0366992 | -0.0883997 | -0.0190313 | -0.0363528 | -0.1522541 | -0.0999798 |
| Enthusiasm | -0.0633918 | -0.2706217 | -0.3091977 | 0.1022538 | 0.1601023 | 0.0663018 | 0.1084778 | 0.0932711 | 0.0188104 | 0.1045575 | 0.1151851 | 0.1503988 | -0.0838401 | -0.1040843 | -0.1835831 |
| Assertiveness | -0.0061084 | -0.1451290 | -0.1296433 | 0.0412169 | 0.0685740 | 0.0195669 | 0.0641263 | 0.0785493 | 0.0610945 | 0.0261841 | 0.1065570 | 0.1123053 | -0.0607150 | 0.0323587 | -0.1422157 |
| Intellect | -0.1004111 | -0.2145736 | -0.1946249 | 0.0709187 | 0.1192093 | 0.0261318 | 0.0807172 | 0.0766133 | 0.0187273 | 0.0468423 | 0.1178085 | 0.1032809 | -0.0595555 | -0.0400609 | -0.1363604 |
| Openness | -0.3174763 | -0.1004201 | -0.1664388 | 0.1184152 | 0.1628837 | 0.0696126 | 0.0768005 | 0.0407206 | -0.0287367 | 0.0982435 | 0.0689338 | 0.0743455 | -0.1571682 | -0.1627751 | -0.2031186 |
| cesd.total | -0.2068742 | 0.3696311 | 0.2878404 | -0.0374644 | -0.0807158 | -0.0302847 | -0.0834966 | -0.1089301 | -0.0435426 | -0.0407376 | -0.1274005 | -0.1868115 | -0.1521256 | -0.0132863 | -0.0620828 |
P values of correlations
cor_obj_p %>%
kbl(table.attr = "style = \"color: black;\"") %>%
kable_styling(bootstrap_options = c("striped", "hover"), position = "center") %>%
scroll_box(width = "100%", height = "400px")
| m_age | m_withdrawn | m_volatile | m_compassionate | m_polite | m_industrious | m_orderly | m_enthusiastic | m_assertive | m_intellectual | m_open | m_attractive | m_gender | m_ses | m_sex | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| age | 0.0720353 | 0.0001392 | 0.0173075 | 0.3334878 | 0.5160280 | 0.5844562 | 0.6243595 | 0.8913287 | 0.5991411 | 0.4970702 | 0.7689225 | 0.4457082 | 0.2120376 | 0.9986322 | 0.4628623 |
| sex | 0.9615221 | 0.1927203 | 0.1169416 | 0.0847592 | 0.1987103 | 0.1937565 | 0.1618522 | 0.0610042 | 0.0727679 | 0.2741416 | 0.0659222 | 0.2400668 | 0.3557355 | 0.0629479 | 0.5084168 |
| ses | 0.4000470 | 0.7272181 | 0.6081320 | 0.8192362 | 0.8742504 | 0.8698745 | 0.8698803 | 0.7381858 | 0.7738716 | 0.9068133 | 0.6868622 | 0.9003416 | 0.7515220 | 0.7491745 | 0.7221818 |
| edu | 0.3260022 | 0.8574240 | 0.8591746 | 0.5555500 | 0.5012617 | 0.5883398 | 0.7085892 | 0.6828354 | 0.9763485 | 0.5663699 | 0.7266350 | 0.3953862 | 0.6805026 | 0.7921564 | 0.9581137 |
| Withdrawal | 0.3762702 | 0.1392127 | 0.2914741 | 0.6484347 | 0.5279711 | 0.7077697 | 0.4982386 | 0.4350911 | 0.5802212 | 0.7092194 | 0.3453597 | 0.3190564 | 0.5969900 | 0.6947063 | 0.9787298 |
| Volatility | 0.5593352 | 0.1761338 | 0.2817645 | 0.5714572 | 0.4722238 | 0.6666047 | 0.4859409 | 0.4227276 | 0.6332791 | 0.6771862 | 0.3222780 | 0.3347851 | 0.5900859 | 0.6124498 | 0.9346179 |
| Compassion | 0.3307536 | 0.0494253 | 0.0244155 | 0.7118672 | 0.9024982 | 0.8217927 | 0.8561079 | 0.5688903 | 0.3510364 | 0.9607013 | 0.5988641 | 0.8346449 | 0.3513430 | 0.2526763 | 0.1994750 |
| Politeness | 0.9782263 | 0.0092115 | 0.0047558 | 0.5002982 | 0.9106995 | 0.7245328 | 0.8198402 | 0.4460838 | 0.2500572 | 0.8833527 | 0.5379588 | 0.8760444 | 0.8687583 | 0.2470783 | 0.5573342 |
| Industriousness | 0.6665818 | 0.0772419 | 0.0769253 | 0.9923104 | 0.7640906 | 0.9253751 | 0.7582340 | 0.8243485 | 0.9100554 | 0.8356331 | 0.6505848 | 0.4586582 | 0.6668330 | 0.7725968 | 0.8788787 |
| Orderliness | 0.9030868 | 0.1980457 | 0.0652493 | 0.5086314 | 0.7966033 | 0.5413357 | 0.8085396 | 0.5077904 | 0.3274988 | 0.8473246 | 0.6422732 | 0.9204884 | 0.8487492 | 0.4218625 | 0.5991223 |
| Enthusiasm | 0.7392909 | 0.1480586 | 0.0963906 | 0.5907967 | 0.3980403 | 0.7277631 | 0.5682715 | 0.6239710 | 0.9214085 | 0.5824142 | 0.5444418 | 0.4276074 | 0.6595926 | 0.5841318 | 0.3315052 |
| Assertiveness | 0.9744435 | 0.4441571 | 0.4947310 | 0.8287904 | 0.7188022 | 0.9182582 | 0.7363758 | 0.6799073 | 0.7484308 | 0.8907576 | 0.5751815 | 0.5546154 | 0.7499440 | 0.8652073 | 0.4534523 |
| Intellect | 0.5975393 | 0.2548477 | 0.3027259 | 0.7095939 | 0.5303735 | 0.8909744 | 0.6715558 | 0.6873969 | 0.9217548 | 0.8058381 | 0.5352507 | 0.5870528 | 0.7545724 | 0.8335247 | 0.4724445 |
| Openness | 0.0873495 | 0.5975061 | 0.3793790 | 0.5331360 | 0.3897857 | 0.7147182 | 0.6866716 | 0.8308223 | 0.8801805 | 0.6055127 | 0.7173867 | 0.6962072 | 0.4068552 | 0.3901061 | 0.2816925 |
| cesd.total | 0.2726988 | 0.0443929 | 0.1229697 | 0.8441792 | 0.6715615 | 0.8737759 | 0.6609047 | 0.5666498 | 0.8192831 | 0.8307527 | 0.5022889 | 0.3229231 | 0.4222593 | 0.9444463 | 0.7444946 |
Correlation Plot with only significant relationships indicated by ellipses
corrplot(corr = cor_obj_r,
method = "ellipse",
p.mat = cor_obj_p,
sig.level = .05,
insig = "blank",
# addCoef.col = "black"
)
Correlation plot showing all correlations, with significant (p < .05) relationships indicated by an asterisk
corrplot(corr = cor_obj_r,
method = "ellipse",
p.mat = cor_obj_p,
insig = "label_sig",
# addCoef.col = "black"
)
Additional correlation plots containing r values
corrplot(corr = cor_obj_r,
method = "ellipse",
p.mat = cor_obj_p,
insig = "blank",
addCoef.col = "black",
number.cex = .4
)
corrplot(corr = cor_obj_r,
method = "ellipse",
# p.mat = cor_obj_p,
insig = "label_sig",
addCoef.col = "black",
number.cex = .3
)
# Save output
# png(filename = "corrPlot_1.png",
# width = 2000,
# height = 2000,
# res = 300)
#
# corrplot(corr = cor_obj_r,
# method = "ellipse",
# p.mat = cor_obj_p,
# insig = "blank",
# addCoef.col = "black",
# number.cex = .65,
# tl.col = "#003594",
# tl.cex = 1,
# tl.srt = 45
# )
# dev.off()
#updated output showing all numbers
# png(filename = "corrPlot_2.png",
# width = 2000,
# height = 2000,
# res = 300)
#
# corrplot(corr = cor_obj_r,
# method = "ellipse",
# # p.mat = cor_obj_p,
# insig = "label_sig",
# addCoef.col = "black",
# number.cex = .65,
# tl.col = "#003594",
# tl.cex = 1,
# tl.srt = 45
# )
# dev.off()
In the current study, we recruited a relatively large sample of speakers (targets) and listeners (raters). We examined the rating behaviors of the listeners by averaging their ratings across all of the respective speakers they judged. As a result, these average scores functionally reveal trends in listeners’ perceptions across multiple speakers, regardless of the unique features of the speakers.
To date, much of the literature has focused on the features of one’s speech that correlate with listener perception (e.g., pitch and sexual attraction). To our knowledge, relatively few studies examine the features of the listener that may influence their ratings of a speaker. More colloquially, it takes two to tango and a listener’s judgment of a speaker may be, in part, influenced by their own features (e.g., personality).
We found that listeners, on average, rated speakers higher in the traits of Industriousness, Intellect, Opennes, Orderliness, and Politeness, and lower in traits of Enthusiasm, and the two aspects of Neuroticism - Volatility and Withdrawal. However, while these differences are “statistically significant,” the actual differences between the traits are relatively small. The most notable differences is the general trend for listeners to rate speakers significantly lower in the two aspects of Neuroticism, Volatility and Withdrawal.
We also found that listeners who were older were more likely to rate speakers lower in Volatility and Withdrawal. Additionally, listeners who were higher in traits of Compassion and Politeness were also more likely to rate a speaker as lower in Volatility and Withdrawal. Interestingly, despite the general trend for speakers to be rated lower in Withdrawal, listeners who reported higher scores on the CES-D (a measure of depression), tended to rate speakers higher in Withdrawal.
These findings suggest that, regardless of unique features of a speaker, people who are older, more compassionate, and more polite generally view speakers as less withdrawn and volatile. Conversely, those individuals who are reporting higher levels of depression symptomatology may “project” or view others as more withdrawn, regardless of the features of the speaker.
Taken together, these findings support the idea that listener features may meaningfully relate to perceptions made about speakers. More work is necessary, but future research into listener perception may seek to control for specific features of listeners (e.g., personality traits, depression) that may influence their ratings of speakers.
Limitations
This exploratory study is not without its limitations.
First, not all listeners were rated by the same speakers. We sought to recruit a large, diverse sample of speakers and listeners. Listeners could participate and rate as many listeners that they wanted to, discontinuing at any time.
Second, with the current study design, we are unable to control for the halo effect - i.e., a listener who has a positive impression in one trait, may influence the listener’s ratings of the speaker in other traits.
Thid, we collected a variety of speech tasks from the speakers, ranging from rote (i.e., say the months of the year) to expository (describe making a peanut butter & jelly sandwich). These speech tasks may not elicit certain features of one’s speech patterns that a listener may use to form a judgment about a speaker (e.g., increased intensity and volatility).
Additionally, we have only examined individual correlations between variables, and additional relationships may be uncovered when examining multiple correlations.
Finally, we have not corrected for multiple comparisons, and it is possible that some of the “statistically significant” findings are Type I errors.
Despite these limitations, in a large sample of speakers and listeners, we found potentially meaningful relationships between traits of a listener and their rating behaviors, irrespective of the unique features of the speaker.